verticapy.machine_learning.vertica.tree.DummyTreeClassifier¶
- class verticapy.machine_learning.vertica.tree.DummyTreeClassifier(name: str = None, overwrite_model: bool = False)¶
A classifier that overfits the training data. These models are typically used as a control to compare with your other models.
Parameters¶
- name: str, optional
Name of the model. The model is stored in the database.
- overwrite_model: bool, optional
If set to
True, training a model with the same name as an existing model overwrites the existing model.
Attributes¶
Many attributes are created during the fitting phase.
- trees_: list of one BinaryTreeClassifier
One tree model which is instance of
BinaryTreeClassifier. It possess various attributes. For more detailed information, refer to the documentation forBinaryTreeClassifier().- features_importance_: numpy.array
The importance of features. It is calculated using the MDI (Mean Decreased Impurity). To determine the final score, VerticaPy sums the scores of each tree, normalizes them and applies an activation function to scale them. It is necessary to use the
features_importance()method to compute it initially, and the computed values will be subsequently utilized for subsequent calls.- classes_: numpy.array
The classes labels.
Note
All attributes can be accessed using the
get_attributes()method.Note
Several other attributes can be accessed by using the
get_vertica_attributes()method.Examples¶
The following examples provide a basic understanding of usage. For more detailed examples, please refer to the Machine Learning or the Examples section on the website.
Important
Many tree-based models inherit from the
RandomForestbase class, and it’s recommended to use it directly for access to a wider range of options.Load data for machine learning¶
We import
verticapy:import verticapy as vp
Hint
By assigning an alias to
verticapy, we mitigate the risk of code collisions with other libraries. This precaution is necessary because verticapy uses commonly known function names like “average” and “median”, which can potentially lead to naming conflicts. The use of an alias ensures that the functions fromverticapyare used as intended without interfering with functions from other libraries.For this example, we will use the winequality dataset.
import verticapy.datasets as vpd data = vpd.load_winequality()
123fixed_acidity123volatile_acidity123citric_acid123residual_sugar123chlorides123free_sulfur_dioxide123total_sulfur_dioxide123density123pH123sulphates123alcohol123quality123goodAbccolor1 3.9 0.225 0.4 4.2 0.03 29.0 118.0 0.989 3.57 0.36 12.8 8 1 white 2 4.7 0.335 0.14 1.3 0.036 69.0 168.0 0.99212 3.47 0.46 10.5 5 0 white 3 4.7 0.455 0.18 1.9 0.036 33.0 106.0 0.98746 3.21 0.83 14.0 7 1 white 4 4.7 0.785 0.0 3.4 0.036 23.0 134.0 0.98981 3.53 0.92 13.8 6 0 white 5 4.9 0.345 0.34 1.0 0.068 32.0 143.0 0.99138 3.24 0.4 10.1 5 0 white 6 4.9 0.345 0.34 1.0 0.068 32.0 143.0 0.99138 3.24 0.4 10.1 5 0 white 7 4.9 0.42 0.0 2.1 0.048 16.0 42.0 0.99154 3.71 0.74 14.0 7 1 red 8 5.0 0.27 0.4 1.2 0.076 42.0 124.0 0.99204 3.32 0.47 10.1 6 0 white 9 5.0 0.31 0.0 6.4 0.046 43.0 166.0 0.994 3.3 0.63 9.9 6 0 white 10 5.0 0.4 0.5 4.3 0.046 29.0 80.0 0.9902 3.49 0.66 13.6 6 0 red 11 5.0 0.44 0.04 18.6 0.039 38.0 128.0 0.9985 3.37 0.57 10.2 6 0 white 12 5.1 0.11 0.32 1.6 0.028 12.0 90.0 0.99008 3.57 0.52 12.2 6 0 white 13 5.1 0.14 0.25 0.7 0.039 15.0 89.0 0.9919 3.22 0.43 9.2 6 0 white 14 5.1 0.165 0.22 5.7 0.047 42.0 146.0 0.9934 3.18 0.55 9.9 6 0 white 15 5.1 0.33 0.22 1.6 0.027 18.0 89.0 0.9893 3.51 0.38 12.5 7 1 white 16 5.1 0.33 0.22 1.6 0.027 18.0 89.0 0.9893 3.51 0.38 12.5 7 1 white 17 5.1 0.33 0.22 1.6 0.027 18.0 89.0 0.9893 3.51 0.38 12.5 7 1 white 18 5.1 0.39 0.21 1.7 0.027 15.0 72.0 0.9894 3.5 0.45 12.5 6 0 white 19 5.2 0.2 0.27 3.2 0.047 16.0 93.0 0.99235 3.44 0.53 10.1 7 1 white 20 5.2 0.21 0.31 1.7 0.048 17.0 61.0 0.98953 3.24 0.37 12.0 7 1 white 21 5.2 0.22 0.46 6.2 0.066 41.0 187.0 0.99362 3.19 0.42 9.73333333333333 5 0 white 22 5.2 0.31 0.2 2.4 0.027 27.0 117.0 0.98886 3.56 0.45 13.0 7 1 white 23 5.2 0.32 0.25 1.8 0.103 13.0 50.0 0.9957 3.38 0.55 9.2 5 0 red 24 5.2 0.34 0.37 6.2 0.031 42.0 133.0 0.99076 3.25 0.41 12.5 6 0 white 25 5.2 0.36 0.02 1.6 0.031 24.0 104.0 0.9896 3.44 0.35 12.2 6 0 white 26 5.2 0.365 0.08 13.5 0.041 37.0 142.0 0.997 3.46 0.39 9.9 6 0 white 27 5.2 0.48 0.04 1.6 0.054 19.0 106.0 0.9927 3.54 0.62 12.2 7 1 red 28 5.2 0.5 0.18 2.0 0.036 23.0 129.0 0.98949 3.36 0.77 13.4 7 1 white 29 5.3 0.16 0.39 1.0 0.028 40.0 101.0 0.99156 3.57 0.59 10.6 6 0 white 30 5.3 0.16 0.39 1.0 0.028 40.0 101.0 0.99156 3.57 0.59 10.6 6 0 white 31 5.3 0.165 0.24 1.1 0.051 25.0 105.0 0.9925 3.32 0.47 9.1 5 0 white 32 5.3 0.23 0.56 0.9 0.041 46.0 141.0 0.99119 3.16 0.62 9.7 5 0 white 33 5.3 0.3 0.3 1.2 0.029 25.0 93.0 0.98742 3.31 0.4 13.6 7 1 white 34 5.3 0.33 0.3 1.2 0.048 25.0 119.0 0.99045 3.32 0.62 11.3 6 0 white 35 5.3 0.36 0.27 6.3 0.028 40.0 132.0 0.99186 3.37 0.4 11.6 6 0 white 36 5.3 0.36 0.27 6.3 0.028 40.0 132.0 0.99186 3.37 0.4 11.6 6 0 white 37 5.3 0.4 0.25 3.9 0.031 45.0 130.0 0.99072 3.31 0.58 11.75 7 1 white 38 5.3 0.47 0.11 2.2 0.048 16.0 89.0 0.99182 3.54 0.88 13.6 7 1 red 39 5.3 0.47 0.11 2.2 0.048 16.0 89.0 0.99182 3.54 0.88 13.5666666666667 7 1 red 40 5.3 0.715 0.19 1.5 0.161 7.0 62.0 0.99395 3.62 0.61 11.0 5 0 red 41 5.4 0.22 0.29 1.2 0.045 69.0 152.0 0.99178 3.76 0.63 11.0 7 1 white 42 5.4 0.595 0.1 2.8 0.042 26.0 80.0 0.9932 3.36 0.38 9.3 5 0 white 43 5.4 0.74 0.09 1.7 0.089 16.0 26.0 0.99402 3.67 0.56 11.6 6 0 red 44 5.5 0.12 0.33 1.0 0.038 23.0 131.0 0.99164 3.25 0.45 9.8 5 0 white 45 5.5 0.12 0.33 1.0 0.038 23.0 131.0 0.99164 3.25 0.45 9.8 5 0 white 46 5.5 0.14 0.27 4.6 0.029 22.0 104.0 0.9949 3.34 0.44 9.0 5 0 white 47 5.5 0.14 0.27 4.6 0.029 22.0 104.0 0.9949 3.34 0.44 9.0 5 0 white 48 5.5 0.16 0.31 1.2 0.026 31.0 68.0 0.9898 3.33 0.44 11.65 6 0 white 49 5.5 0.16 0.31 1.2 0.026 31.0 68.0 0.9898 3.33 0.44 11.6333333333333 6 0 white 50 5.5 0.18 0.22 5.5 0.037 10.0 86.0 0.99156 3.46 0.44 12.2 5 0 white 51 5.5 0.24 0.45 1.7 0.046 22.0 113.0 0.99224 3.22 0.48 10.0 5 0 white 52 5.5 0.29 0.3 1.1 0.022 20.0 110.0 0.98869 3.34 0.38 12.8 7 1 white 53 5.5 0.31 0.29 3.0 0.027 16.0 102.0 0.99067 3.23 0.56 11.2 6 0 white 54 5.5 0.32 0.45 4.9 0.028 25.0 191.0 0.9922 3.51 0.49 11.5 7 1 white 55 5.5 0.35 0.35 1.1 0.045 14.0 167.0 0.992 3.34 0.68 9.9 6 0 white 56 5.5 0.375 0.38 1.7 0.036 17.0 98.0 0.99142 3.29 0.39 10.5 6 0 white 57 5.6 0.15 0.26 5.55 0.051 51.0 139.0 0.99336 3.47 0.5 11.0 6 0 white 58 5.6 0.15 0.31 5.3 0.038 8.0 79.0 0.9923 3.3 0.39 10.5 6 0 white 59 5.6 0.16 0.27 1.4 0.044 53.0 168.0 0.9918 3.28 0.37 10.1 6 0 white 60 5.6 0.175 0.29 0.8 0.043 20.0 67.0 0.99112 3.28 0.48 9.9 6 0 white 61 5.6 0.185 0.19 7.1 0.048 36.0 110.0 0.99438 3.26 0.41 9.5 6 0 white 62 5.6 0.185 0.19 7.1 0.048 36.0 110.0 0.99438 3.26 0.41 9.5 6 0 white 63 5.6 0.22 0.32 1.2 0.024 29.0 97.0 0.98823 3.2 0.46 13.05 7 1 white 64 5.6 0.26 0.18 1.4 0.034 18.0 135.0 0.99174 3.32 0.35 10.2 6 0 white 65 5.6 0.26 0.26 5.7 0.031 12.0 80.0 0.9923 3.25 0.38 10.8 5 0 white 66 5.6 0.26 0.5 11.4 0.029 25.0 93.0 0.99428 3.23 0.49 10.5 6 0 white 67 5.6 0.28 0.28 4.2 0.044 52.0 158.0 0.992 3.35 0.44 10.7 7 1 white 68 5.6 0.3 0.1 6.4 0.043 34.0 142.0 0.99382 3.14 0.48 9.8 5 0 white 69 5.6 0.35 0.14 5.0 0.046 48.0 198.0 0.9937 3.3 0.71 10.3 5 0 white 70 5.6 0.49 0.13 4.5 0.039 17.0 116.0 0.9907 3.42 0.9 13.7 7 1 white 71 5.6 0.49 0.13 4.5 0.039 17.0 116.0 0.9907 3.42 0.9 13.7 7 1 white 72 5.6 0.66 0.0 2.2 0.087 3.0 11.0 0.99378 3.71 0.63 12.8 7 1 red 73 5.6 0.66 0.0 2.2 0.087 3.0 11.0 0.99378 3.71 0.63 12.8 7 1 red 74 5.7 0.15 0.47 11.4 0.035 49.0 128.0 0.99456 3.03 0.34 10.5 8 1 white 75 5.7 0.18 0.26 2.2 0.023 21.0 95.0 0.9893 3.07 0.54 12.3 6 0 white 76 5.7 0.18 0.36 1.2 0.046 9.0 71.0 0.99199 3.7 0.68 10.9 7 1 white 77 5.7 0.2 0.3 2.5 0.046 38.0 125.0 0.99276 3.34 0.5 9.9 6 0 white 78 5.7 0.21 0.32 0.9 0.038 38.0 121.0 0.99074 3.24 0.46 10.6 6 0 white 79 5.7 0.21 0.37 4.5 0.04 58.0 140.0 0.99332 3.29 0.62 10.6 6 0 white 80 5.7 0.22 0.2 16.0 0.044 41.0 113.0 0.99862 3.22 0.46 8.9 6 0 white 81 5.7 0.22 0.2 16.0 0.044 41.0 113.0 0.99862 3.22 0.46 8.9 6 0 white 82 5.7 0.22 0.2 16.0 0.044 41.0 113.0 0.99862 3.22 0.46 8.9 6 0 white 83 5.7 0.22 0.2 16.0 0.044 41.0 113.0 0.99862 3.22 0.46 8.9 6 0 white 84 5.7 0.22 0.2 16.0 0.044 41.0 113.0 0.99862 3.22 0.46 8.9 6 0 white 85 5.7 0.22 0.29 3.5 0.04 27.0 146.0 0.98999 3.17 0.36 12.1 6 0 white 86 5.7 0.23 0.28 9.65 0.025 26.0 121.0 0.9925 3.28 0.38 11.3 6 0 white 87 5.7 0.25 0.26 12.5 0.049 52.5 106.0 0.99691 3.08 0.45 9.4 6 0 white 88 5.7 0.25 0.26 12.5 0.049 52.5 120.0 0.99691 3.08 0.45 9.4 6 0 white 89 5.7 0.25 0.27 11.5 0.04 24.0 120.0 0.99411 3.33 0.31 10.8 6 0 white 90 5.7 0.26 0.24 17.8 0.059 23.0 124.0 0.99773 3.3 0.5 10.1 5 0 white 91 5.7 0.26 0.24 17.8 0.059 23.0 124.0 0.99773 3.3 0.5 10.1 5 0 white 92 5.7 0.26 0.24 17.8 0.059 23.0 124.0 0.99773 3.3 0.5 10.1 5 0 white 93 5.7 0.27 0.32 1.2 0.046 20.0 155.0 0.9934 3.8 0.41 10.2 6 0 white 94 5.7 0.28 0.24 17.5 0.044 60.0 167.0 0.9989 3.31 0.44 9.4 5 0 white 95 5.7 0.32 0.18 1.4 0.029 26.0 104.0 0.9906 3.44 0.37 11.0 6 0 white 96 5.7 0.32 0.38 4.75 0.033 23.0 94.0 0.991 3.42 0.42 11.8 7 1 white 97 5.7 0.36 0.34 4.2 0.026 21.0 77.0 0.9907 3.41 0.45 11.9 6 0 white 98 5.8 0.14 0.15 6.1 0.042 27.0 123.0 0.99362 3.06 0.6 9.9 6 0 white 99 5.8 0.15 0.32 1.2 0.037 14.0 119.0 0.99137 3.19 0.5 10.2 6 0 white 100 5.8 0.17 0.34 1.8 0.045 96.0 170.0 0.99035 3.38 0.9 11.8 8 1 white Rows: 1-100 | Columns: 14Note
VerticaPy offers a wide range of sample datasets that are ideal for training and testing purposes. You can explore the full list of available datasets in the Datasets, which provides detailed information on each dataset and how to use them effectively. These datasets are invaluable resources for honing your data analysis and machine learning skills within the VerticaPy environment.
You can easily divide your dataset into training and testing subsets using the
vDataFrame.train_test_split()method. This is a crucial step when preparing your data for machine learning, as it allows you to evaluate the performance of your models accurately.data = vpd.load_winequality() train, test = data.train_test_split(test_size = 0.2)
Warning
In this case, VerticaPy utilizes seeded randomization to guarantee the reproducibility of your data split. However, please be aware that this approach may lead to reduced performance. For a more efficient data split, you can use the
vDataFrame.to_db()method to save your results intotablesortemporary tables. This will help enhance the overall performance of the process.Balancing the Dataset¶
In VerticaPy, balancing a dataset to address class imbalances is made straightforward through the
balance()function within thepreprocessingmodule. This function enables users to rectify skewed class distributions efficiently. By specifying the target variable and setting parameters like the method for balancing, users can effortlessly achieve a more equitable representation of classes in their dataset. Whether opting for over-sampling, under-sampling, or a combination of both, VerticaPy’sbalance()function streamlines the process, empowering users to enhance the performance and fairness of their machine learning models trained on imbalanced data.To balance the dataset, use the following syntax.
from verticapy.machine_learning.vertica.preprocessing import balance balanced_train = balance( name = "my_schema.train_balanced", input_relation = train, y = "good", method = "hybrid", )
Note
With this code, a table named train_balanced is created in the my_schema schema. It can then be used to train the model. In the rest of the example, we will work with the full dataset.
Hint
Balancing the dataset is a crucial step in improving the accuracy of machine learning models, particularly when faced with imbalanced class distributions. By addressing disparities in the number of instances across different classes, the model becomes more adept at learning patterns from all classes rather than being biased towards the majority class. This, in turn, enhances the model’s ability to make accurate predictions for under-represented classes. The balanced dataset ensures that the model is not dominated by the majority class and, as a result, leads to more robust and unbiased model performance. Therefore, by employing techniques such as over-sampling, under-sampling, or a combination of both during dataset preparation, practitioners can significantly contribute to achieving higher accuracy and better generalization of their machine learning models.
Model Initialization¶
First we import the
DummyTreeClassifiermodel:from verticapy.machine_learning.vertica import DummyTreeClassifier
Then we can create the model:
model = DummyTreeClassifier()
Hint
In
verticapy1.0.x and higher, you do not need to specify the model name, as the name is automatically assigned. If you need to re-use the model, you can fetch the model name from the model’s attributes.Important
The model name is crucial for the model management system and versioning. It’s highly recommended to provide a name if you plan to reuse the model later.
Model Training¶
We can now fit the model:
model.fit( train, [ "fixed_acidity", "volatile_acidity", "citric_acid", "residual_sugar", "chlorides", "density" ], "good", test, ) =========== call_string =========== SELECT rf_classifier('"public"."_verticapy_tmp_randomforestclassifier_v_mldb_d47cd55e979c11efa8720242ac120002_"', '"public"."_verticapy_tmp_view_v_mldb_d4b2d172979c11efa8720242ac120002_"', 'good', '"fixed_acidity", "volatile_acidity", "citric_acid", "residual_sugar", "chlorides", "density"' USING PARAMETERS exclude_columns='', ntree=1, mtry=6, sampling_size=1, max_depth=100, max_breadth=1000000000, min_leaf_size=1, min_info_gain=0, nbins=1000); ======= details ======= predictor | type ----------------+---------------- fixed_acidity |float or numeric volatile_acidity|float or numeric citric_acid |float or numeric residual_sugar |float or numeric chlorides |float or numeric density |float or numeric =============== Additional Info =============== Name |Value ------------------+----- tree_count | 1 rejected_row_count| 0 accepted_row_count|5199
Important
To train a model, you can directly use the
vDataFrameor the name of the relation stored in the database. The test set is optional and is only used to compute the test metrics. Inverticapy, we don’t work usingXmatrices andyvectors. Instead, we work directly with lists of predictors and the response name.Features Importance¶
We can conveniently get the features importance:
result = model.features_importance()
Note
In models such as
RandomForest, feature importance is calculated using the MDI (Mean Decreased Impurity). To determine the final score, VerticaPy sums the scores of each tree, normalizes them and applies an activation function to scale them.Metrics¶
We can get the entire report using:
model.report()
value auc 0.7229090293835655 prc_auc 0.5937677469626399 accuracy 0.8189522342064715 log_loss 16.2942989214176 precision 0.5373134328358209 recall 0.5647058823529412 f1_score 0.5506692160611855 mcc 0.43760662833821673 informedness 0.445818058767131 markedness 0.42954644254455876 csi 0.37994722955145116 Rows: 1-11 | Columns: 2Important
Most metrics are computed using a single SQL query, but some of them might require multiple SQL queries. Selecting only the necessary metrics in the report can help optimize performance. E.g.
model.report(metrics = ["auc", "accuracy"]).For classification models, we can easily modify the
cutoffto observe the effect on different metrics:model.report(cutoff = 0.2)
value auc 0.7229090293835655 prc_auc 0.5937677469626399 accuracy 0.8189522342064715 log_loss 16.2942989214176 precision 0.5373134328358209 recall 0.5647058823529412 f1_score 0.5506692160611855 mcc 0.43760662833821673 informedness 0.445818058767131 markedness 0.42954644254455876 csi 0.37994722955145116 Rows: 1-11 | Columns: 2You can also use the
score()function to compute any classification metric. The default metric is the accuracy:model.score() Out[3]: 0.8189522342064715
Prediction¶
Prediction is straight-forward:
model.predict( test, [ "fixed_acidity", "volatile_acidity", "citric_acid", "residual_sugar", "chlorides", "density" ], "prediction", )
123fixed_acidity123volatile_acidity123citric_acid123residual_sugar123chlorides123free_sulfur_dioxide123total_sulfur_dioxide123density123pH123sulphates123alcohol123quality123goodAbccolorAbcprediction1 4.8 0.21 0.21 10.2 0.037 17.0 112.0 0.99324 3.66 0.48 12.2 7 1 white 0 2 4.9 0.235 0.27 11.75 0.03 34.0 118.0 0.9954 3.07 0.5 9.4 6 0 white 0 3 5.2 0.37 0.33 1.2 0.028 13.0 81.0 0.9902 3.37 0.38 11.7 6 0 white 0 4 5.4 0.23 0.36 1.5 0.03 74.0 121.0 0.98976 3.24 0.99 12.1 7 1 white 1 5 5.6 0.25 0.19 2.4 0.049 42.0 166.0 0.992 3.25 0.43 10.4 6 0 white 0 6 5.6 0.615 0.0 1.6 0.089 16.0 59.0 0.9943 3.58 0.52 9.9 5 0 red 0 7 5.6 0.62 0.03 1.5 0.08 6.0 13.0 0.99498 3.66 0.62 10.1 4 0 red 0 8 5.7 0.12 0.26 5.5 0.034 21.0 99.0 0.99324 3.09 0.57 9.9 6 0 white 1 9 5.7 0.22 0.25 1.1 0.05 97.0 175.0 0.99099 3.44 0.62 11.1 6 0 white 0 10 5.7 0.24 0.3 1.3 0.03 25.0 98.0 0.98968 3.37 0.43 12.4 7 1 white 0 11 5.7 0.265 0.28 6.9 0.036 46.0 150.0 0.99299 3.36 0.44 10.8 7 1 white 1 12 5.7 0.33 0.32 1.4 0.043 28.0 93.0 0.9897 3.31 0.5 12.3 6 0 white 1 13 5.7 0.4 0.35 5.1 0.026 17.0 113.0 0.99052 3.18 0.67 12.4 6 0 white 0 14 5.7 0.46 0.46 1.4 0.04 31.0 169.0 0.9932 3.13 0.47 8.8 5 0 white 0 15 5.8 0.13 0.22 12.7 0.058 24.0 183.0 0.9956 3.32 0.42 11.7 6 0 white 0 16 5.8 0.15 0.49 1.1 0.048 21.0 98.0 0.9929 3.19 0.48 9.2 5 0 white 0 17 5.8 0.18 0.28 1.3 0.034 9.0 94.0 0.99092 3.21 0.52 11.2 6 0 white 1 18 5.8 0.23 0.31 4.5 0.046 42.0 124.0 0.99324 3.31 0.64 10.8 6 0 white 0 19 5.8 0.29 0.26 1.7 0.063 3.0 11.0 0.9915 3.39 0.54 13.5 6 0 red 0 20 5.8 0.3 0.27 1.7 0.014 45.0 104.0 0.98914 3.4 0.56 12.6 7 1 white 1 21 5.8 0.31 0.31 7.5 0.052 55.0 230.0 0.9949 3.19 0.46 9.8 5 0 white 0 22 5.8 0.32 0.23 1.5 0.033 39.0 121.0 0.9887 2.96 0.35 12.0 5 0 white 1 23 5.8 0.61 0.11 1.8 0.066 18.0 28.0 0.99483 3.55 0.66 10.9 6 0 red 0 24 5.9 0.2 0.28 12.8 0.038 29.0 132.0 0.99426 3.31 0.57 11.8 7 1 white 1 25 5.9 0.24 0.12 1.4 0.035 60.0 247.0 0.99358 3.34 0.44 9.6 6 0 white 1 26 5.9 0.27 0.32 2.0 0.034 31.0 102.0 0.98952 3.16 0.56 12.3 6 0 white 1 27 5.9 0.32 0.26 1.5 0.057 17.0 141.0 0.9917 3.24 0.36 10.7 5 0 white 0 28 5.9 0.37 0.14 6.3 0.036 34.0 185.0 0.9944 3.17 0.63 9.8 5 0 white 0 29 5.9 0.44 0.33 1.2 0.049 12.0 117.0 0.99134 3.46 0.44 11.5 5 0 white 0 30 5.9 0.61 0.08 2.1 0.071 16.0 24.0 0.99376 3.56 0.77 11.1 6 0 red 0 31 5.9 0.645 0.12 2.0 0.075 32.0 44.0 0.99547 3.57 0.71 10.2 5 0 red 0 32 6.0 0.13 0.36 1.6 0.052 23.0 72.0 0.98974 3.1 0.5 11.5 7 1 white 0 33 6.0 0.26 0.32 3.5 0.028 29.0 113.0 0.9912 3.4 0.71 12.3 7 1 white 0 34 6.0 0.27 0.15 1.5 0.056 35.0 128.0 0.9936 3.12 0.45 8.8 5 0 white 0 35 6.0 0.27 0.27 1.6 0.046 32.0 113.0 0.9924 3.41 0.51 10.5 7 1 white 0 36 6.0 0.27 0.31 5.0 0.043 54.0 170.0 0.9924 3.28 0.52 11.0 6 0 white 0 37 6.0 0.28 0.25 1.8 0.042 8.0 108.0 0.9929 3.08 0.55 9.0 5 0 white 0 38 6.0 0.28 0.49 6.8 0.048 61.0 222.0 0.9953 3.19 0.47 9.3 5 0 white 0 39 6.0 0.29 0.27 2.3 0.044 20.0 117.0 0.9895 3.31 0.41 12.7 7 1 white 1 40 6.0 0.31 0.32 7.4 0.175 47.0 159.0 0.9952 3.19 0.5 9.4 6 0 white 0 41 6.0 0.33 0.27 0.8 0.185 12.0 188.0 0.9924 3.12 0.62 9.4 5 0 white 0 42 6.0 0.34 0.29 6.1 0.046 29.0 134.0 0.99462 3.48 0.57 10.7 6 0 white 0 43 6.0 0.35 0.46 0.9 0.033 9.0 65.0 0.98934 3.24 0.35 12.1 4 0 white 0 44 6.0 0.495 0.27 5.0 0.157 17.0 129.0 0.99396 3.03 0.36 9.3 5 0 white 1 45 6.1 0.17 0.27 1.5 0.056 45.0 135.0 0.9924 3.2 0.43 10.2 6 0 white 0 46 6.1 0.27 0.28 9.8 0.042 61.0 125.0 0.99532 3.14 0.42 10.2 6 0 white 0 47 6.1 0.27 0.32 6.2 0.048 47.0 161.0 0.99281 3.22 0.6 11.0 6 0 white 0 48 6.1 0.32 0.25 2.3 0.071 23.0 58.0 0.99633 3.42 0.97 10.6 5 0 red 0 49 6.1 0.32 0.25 2.3 0.071 23.0 58.0 0.99633 3.42 0.97 10.6 5 0 red 0 50 6.1 0.32 0.33 10.7 0.036 27.0 98.0 0.99521 3.34 0.52 10.2 6 0 white 0 51 6.1 0.37 0.46 12.0 0.042 61.0 210.0 0.997 3.17 0.59 9.7 6 0 white 0 52 6.1 0.38 0.15 1.8 0.072 6.0 19.0 0.9955 3.42 0.57 9.4 5 0 red 0 53 6.1 0.4 0.18 9.0 0.051 28.5 259.0 0.9964 3.19 0.5 8.8 5 0 white 0 54 6.2 0.15 0.46 1.6 0.039 38.0 123.0 0.993 3.38 0.51 9.7 6 0 white 0 55 6.2 0.23 0.23 1.2 0.018 18.0 128.0 0.99178 3.05 0.28 10.6 5 0 white 0 56 6.2 0.235 0.34 1.9 0.036 4.0 117.0 0.99032 3.4 0.44 12.2 5 0 white 1 57 6.2 0.26 0.2 8.0 0.047 35.0 111.0 0.99445 3.11 0.42 10.4 6 0 white 0 58 6.2 0.3 0.3 2.5 0.041 29.0 82.0 0.99065 3.31 0.61 11.8 7 1 white 1 59 6.2 0.33 0.27 4.9 0.036 30.0 134.0 0.9927 3.2 0.42 10.4 7 1 white 1 60 6.2 0.36 0.14 8.9 0.036 38.0 155.0 0.99622 3.27 0.5 9.4 5 0 white 0 61 6.2 0.36 0.27 3.2 0.032 13.0 73.0 0.98942 2.9 0.69 12.6 7 1 white 1 62 6.2 0.47 0.19 8.3 0.029 24.0 142.0 0.992 3.22 0.45 12.3 6 0 white 0 63 6.3 0.19 0.29 2.0 0.022 33.0 96.0 0.98902 3.04 0.54 12.8 7 1 white 1 64 6.3 0.25 0.22 3.3 0.048 41.0 161.0 0.99256 3.16 0.5 10.5 6 0 white 0 65 6.3 0.27 0.38 0.9 0.051 7.0 140.0 0.9926 3.45 0.5 10.5 7 1 white 0 66 6.3 0.27 0.49 1.2 0.063 35.0 92.0 0.9911 3.38 0.42 12.2 6 0 white 0 67 6.3 0.27 0.51 7.6 0.049 35.0 200.0 0.99548 3.16 0.54 9.4 4 0 white 0 68 6.3 0.27 0.51 7.6 0.049 35.0 200.0 0.99548 3.16 0.54 9.4 4 0 white 0 69 6.3 0.34 0.27 2.5 0.024 40.0 152.0 0.99095 3.35 0.6 11.9 7 1 white 1 70 6.4 0.16 0.22 1.4 0.04 41.0 149.0 0.9933 3.49 0.58 10.0 6 0 white 0 71 6.4 0.17 0.27 6.7 0.036 88.0 223.0 0.9948 3.28 0.35 10.2 6 0 white 1 72 6.4 0.21 0.21 5.1 0.097 21.0 105.0 0.9939 3.07 0.46 9.6 5 0 white 0 73 6.4 0.21 0.28 5.9 0.047 29.0 101.0 0.99278 3.15 0.4 11.0 6 0 white 0 74 6.4 0.22 0.49 7.5 0.054 42.0 151.0 0.9948 3.27 0.52 10.1 6 0 white 0 75 6.4 0.24 0.25 20.2 0.083 35.0 157.0 0.99976 3.17 0.5 9.1 5 0 white 0 76 6.4 0.24 0.26 8.2 0.054 47.0 182.0 0.99538 3.12 0.5 9.5 5 0 white 0 77 6.4 0.25 0.32 11.3 0.038 69.0 192.0 0.99573 3.14 0.5 10.2 6 0 white 0 78 6.4 0.25 0.74 7.8 0.045 52.0 209.0 0.9956 3.21 0.42 9.2 6 0 white 0 79 6.4 0.26 0.21 8.2 0.05 51.0 182.0 0.99542 3.23 0.48 9.5 5 0 white 0 80 6.4 0.26 0.21 8.2 0.05 51.0 182.0 0.99542 3.23 0.48 9.5 5 0 white 0 81 6.4 0.33 0.28 1.1 0.038 30.0 110.0 0.9917 3.12 0.42 10.5 6 0 white 0 82 6.4 0.33 0.44 8.9 0.055 52.0 164.0 0.99488 3.1 0.48 9.6 5 0 white 0 83 6.4 0.46 0.08 4.9 0.046 34.0 144.0 0.99445 3.1 0.56 10.0 5 0 white 0 84 6.4 0.5 0.2 2.4 0.059 19.0 112.0 0.99314 3.18 0.4 9.2 6 0 white 0 85 6.4 0.63 0.21 1.6 0.08 12.0 32.0 0.99689 3.58 0.66 9.8 5 0 red 0 86 6.5 0.19 0.32 1.4 0.04 31.0 132.0 0.9922 3.36 0.54 10.8 7 1 white 0 87 6.5 0.22 0.32 2.2 0.028 36.0 92.0 0.99076 3.27 0.59 11.9 7 1 white 1 88 6.5 0.22 0.5 16.4 0.048 36.0 182.0 0.99904 3.02 0.49 8.8 6 0 white 0 89 6.5 0.23 0.39 1.9 0.036 41.0 98.0 0.99 3.19 0.43 11.9 7 1 white 1 90 6.5 0.23 0.39 1.9 0.036 41.0 98.0 0.99 3.19 0.43 11.9 7 1 white 1 91 6.5 0.29 0.52 7.9 0.049 35.0 192.0 0.99551 3.16 0.51 9.5 6 0 white 0 92 6.5 0.33 0.38 2.5 0.047 30.0 148.0 0.98964 3.17 0.43 12.7 6 0 white 0 93 6.5 0.35 0.28 12.4 0.051 86.0 213.0 0.9962 3.16 0.51 9.9 6 0 white 0 94 6.5 0.4 0.1 2.0 0.076 30.0 47.0 0.99554 3.36 0.48 9.4 6 0 red 0 95 6.5 0.43 0.18 13.15 0.032 25.0 131.0 0.99565 3.23 0.51 10.7 5 0 white 0 96 6.5 0.43 0.28 11.25 0.032 31.0 87.0 0.9922 3.02 0.38 12.4 6 0 white 0 97 6.5 0.46 0.41 16.8 0.084 59.0 222.0 0.9993 3.18 0.58 9.0 5 0 white 0 98 6.5 0.885 0.0 2.3 0.166 6.0 12.0 0.99551 3.56 0.51 10.8 5 0 red 0 99 6.6 0.13 0.3 4.9 0.058 47.0 131.0 0.9946 3.51 0.45 10.3 6 0 white 1 100 6.6 0.16 0.29 1.8 0.05 40.0 147.0 0.9912 3.06 0.44 11.4 7 1 white 1 Rows: 1-100 | Columns: 15Note
Predictions can be made automatically using the test set, in which case you don’t need to specify the predictors. Alternatively, you can pass only the
vDataFrameto thepredict()function, but in this case, it’s essential that the column names of thevDataFramematch the predictors and response name in the model.Probabilities¶
It is also easy to get the model’s probabilities:
model.predict_proba( test, [ "fixed_acidity", "volatile_acidity", "citric_acid", "residual_sugar", "chlorides", "density" ], "prediction", )
123fixed_acidity123volatile_acidity123citric_acid123residual_sugar123chlorides123free_sulfur_dioxide123total_sulfur_dioxide123density123pH123sulphates123alcohol123quality123goodAbccolorAbcpredictionAbcprediction_0Abcprediction_11 4.8 0.21 0.21 10.2 0.037 17.0 112.0 0.99324 3.66 0.48 12.2 7 1 white 0 1 0 2 4.9 0.235 0.27 11.75 0.03 34.0 118.0 0.9954 3.07 0.5 9.4 6 0 white 0 1 0 3 5.2 0.37 0.33 1.2 0.028 13.0 81.0 0.9902 3.37 0.38 11.7 6 0 white 0 1 0 4 5.4 0.23 0.36 1.5 0.03 74.0 121.0 0.98976 3.24 0.99 12.1 7 1 white 1 0 1 5 5.6 0.25 0.19 2.4 0.049 42.0 166.0 0.992 3.25 0.43 10.4 6 0 white 0 1 0 6 5.6 0.615 0.0 1.6 0.089 16.0 59.0 0.9943 3.58 0.52 9.9 5 0 red 0 1 0 7 5.6 0.62 0.03 1.5 0.08 6.0 13.0 0.99498 3.66 0.62 10.1 4 0 red 0 1 0 8 5.7 0.12 0.26 5.5 0.034 21.0 99.0 0.99324 3.09 0.57 9.9 6 0 white 1 0 1 9 5.7 0.22 0.25 1.1 0.05 97.0 175.0 0.99099 3.44 0.62 11.1 6 0 white 0 1 0 10 5.7 0.24 0.3 1.3 0.03 25.0 98.0 0.98968 3.37 0.43 12.4 7 1 white 0 1 0 11 5.7 0.265 0.28 6.9 0.036 46.0 150.0 0.99299 3.36 0.44 10.8 7 1 white 1 0 1 12 5.7 0.33 0.32 1.4 0.043 28.0 93.0 0.9897 3.31 0.5 12.3 6 0 white 1 0 1 13 5.7 0.4 0.35 5.1 0.026 17.0 113.0 0.99052 3.18 0.67 12.4 6 0 white 0 1 0 14 5.7 0.46 0.46 1.4 0.04 31.0 169.0 0.9932 3.13 0.47 8.8 5 0 white 0 1 0 15 5.8 0.13 0.22 12.7 0.058 24.0 183.0 0.9956 3.32 0.42 11.7 6 0 white 0 1 0 16 5.8 0.15 0.49 1.1 0.048 21.0 98.0 0.9929 3.19 0.48 9.2 5 0 white 0 1 0 17 5.8 0.18 0.28 1.3 0.034 9.0 94.0 0.99092 3.21 0.52 11.2 6 0 white 1 0 1 18 5.8 0.23 0.31 4.5 0.046 42.0 124.0 0.99324 3.31 0.64 10.8 6 0 white 0 1 0 19 5.8 0.29 0.26 1.7 0.063 3.0 11.0 0.9915 3.39 0.54 13.5 6 0 red 0 1 0 20 5.8 0.3 0.27 1.7 0.014 45.0 104.0 0.98914 3.4 0.56 12.6 7 1 white 1 0 1 21 5.8 0.31 0.31 7.5 0.052 55.0 230.0 0.9949 3.19 0.46 9.8 5 0 white 0 1 0 22 5.8 0.32 0.23 1.5 0.033 39.0 121.0 0.9887 2.96 0.35 12.0 5 0 white 1 0 1 23 5.8 0.61 0.11 1.8 0.066 18.0 28.0 0.99483 3.55 0.66 10.9 6 0 red 0 1 0 24 5.9 0.2 0.28 12.8 0.038 29.0 132.0 0.99426 3.31 0.57 11.8 7 1 white 1 0 1 25 5.9 0.24 0.12 1.4 0.035 60.0 247.0 0.99358 3.34 0.44 9.6 6 0 white 1 0 1 26 5.9 0.27 0.32 2.0 0.034 31.0 102.0 0.98952 3.16 0.56 12.3 6 0 white 1 0 1 27 5.9 0.32 0.26 1.5 0.057 17.0 141.0 0.9917 3.24 0.36 10.7 5 0 white 0 1 0 28 5.9 0.37 0.14 6.3 0.036 34.0 185.0 0.9944 3.17 0.63 9.8 5 0 white 0 1 0 29 5.9 0.44 0.33 1.2 0.049 12.0 117.0 0.99134 3.46 0.44 11.5 5 0 white 0 1 0 30 5.9 0.61 0.08 2.1 0.071 16.0 24.0 0.99376 3.56 0.77 11.1 6 0 red 0 1 0 31 5.9 0.645 0.12 2.0 0.075 32.0 44.0 0.99547 3.57 0.71 10.2 5 0 red 0 1 0 32 6.0 0.13 0.36 1.6 0.052 23.0 72.0 0.98974 3.1 0.5 11.5 7 1 white 0 1 0 33 6.0 0.26 0.32 3.5 0.028 29.0 113.0 0.9912 3.4 0.71 12.3 7 1 white 0 1 0 34 6.0 0.27 0.15 1.5 0.056 35.0 128.0 0.9936 3.12 0.45 8.8 5 0 white 0 1 0 35 6.0 0.27 0.27 1.6 0.046 32.0 113.0 0.9924 3.41 0.51 10.5 7 1 white 0 1 0 36 6.0 0.27 0.31 5.0 0.043 54.0 170.0 0.9924 3.28 0.52 11.0 6 0 white 0 1 0 37 6.0 0.28 0.25 1.8 0.042 8.0 108.0 0.9929 3.08 0.55 9.0 5 0 white 0 1 0 38 6.0 0.28 0.49 6.8 0.048 61.0 222.0 0.9953 3.19 0.47 9.3 5 0 white 0 1 0 39 6.0 0.29 0.27 2.3 0.044 20.0 117.0 0.9895 3.31 0.41 12.7 7 1 white 1 0 1 40 6.0 0.31 0.32 7.4 0.175 47.0 159.0 0.9952 3.19 0.5 9.4 6 0 white 0 1 0 41 6.0 0.33 0.27 0.8 0.185 12.0 188.0 0.9924 3.12 0.62 9.4 5 0 white 0 1 0 42 6.0 0.34 0.29 6.1 0.046 29.0 134.0 0.99462 3.48 0.57 10.7 6 0 white 0 1 0 43 6.0 0.35 0.46 0.9 0.033 9.0 65.0 0.98934 3.24 0.35 12.1 4 0 white 0 1 0 44 6.0 0.495 0.27 5.0 0.157 17.0 129.0 0.99396 3.03 0.36 9.3 5 0 white 1 0 1 45 6.1 0.17 0.27 1.5 0.056 45.0 135.0 0.9924 3.2 0.43 10.2 6 0 white 0 1 0 46 6.1 0.27 0.28 9.8 0.042 61.0 125.0 0.99532 3.14 0.42 10.2 6 0 white 0 1 0 47 6.1 0.27 0.32 6.2 0.048 47.0 161.0 0.99281 3.22 0.6 11.0 6 0 white 0 1 0 48 6.1 0.32 0.25 2.3 0.071 23.0 58.0 0.99633 3.42 0.97 10.6 5 0 red 0 1 0 49 6.1 0.32 0.25 2.3 0.071 23.0 58.0 0.99633 3.42 0.97 10.6 5 0 red 0 1 0 50 6.1 0.32 0.33 10.7 0.036 27.0 98.0 0.99521 3.34 0.52 10.2 6 0 white 0 1 0 51 6.1 0.37 0.46 12.0 0.042 61.0 210.0 0.997 3.17 0.59 9.7 6 0 white 0 1 0 52 6.1 0.38 0.15 1.8 0.072 6.0 19.0 0.9955 3.42 0.57 9.4 5 0 red 0 1 0 53 6.1 0.4 0.18 9.0 0.051 28.5 259.0 0.9964 3.19 0.5 8.8 5 0 white 0 1 0 54 6.2 0.15 0.46 1.6 0.039 38.0 123.0 0.993 3.38 0.51 9.7 6 0 white 0 1 0 55 6.2 0.23 0.23 1.2 0.018 18.0 128.0 0.99178 3.05 0.28 10.6 5 0 white 0 1 0 56 6.2 0.235 0.34 1.9 0.036 4.0 117.0 0.99032 3.4 0.44 12.2 5 0 white 1 0 1 57 6.2 0.26 0.2 8.0 0.047 35.0 111.0 0.99445 3.11 0.42 10.4 6 0 white 0 1 0 58 6.2 0.3 0.3 2.5 0.041 29.0 82.0 0.99065 3.31 0.61 11.8 7 1 white 1 0 1 59 6.2 0.33 0.27 4.9 0.036 30.0 134.0 0.9927 3.2 0.42 10.4 7 1 white 1 0 1 60 6.2 0.36 0.14 8.9 0.036 38.0 155.0 0.99622 3.27 0.5 9.4 5 0 white 0 1 0 61 6.2 0.36 0.27 3.2 0.032 13.0 73.0 0.98942 2.9 0.69 12.6 7 1 white 1 0 1 62 6.2 0.47 0.19 8.3 0.029 24.0 142.0 0.992 3.22 0.45 12.3 6 0 white 0 1 0 63 6.3 0.19 0.29 2.0 0.022 33.0 96.0 0.98902 3.04 0.54 12.8 7 1 white 1 0 1 64 6.3 0.25 0.22 3.3 0.048 41.0 161.0 0.99256 3.16 0.5 10.5 6 0 white 0 1 0 65 6.3 0.27 0.38 0.9 0.051 7.0 140.0 0.9926 3.45 0.5 10.5 7 1 white 0 1 0 66 6.3 0.27 0.49 1.2 0.063 35.0 92.0 0.9911 3.38 0.42 12.2 6 0 white 0 1 0 67 6.3 0.27 0.51 7.6 0.049 35.0 200.0 0.99548 3.16 0.54 9.4 4 0 white 0 1 0 68 6.3 0.27 0.51 7.6 0.049 35.0 200.0 0.99548 3.16 0.54 9.4 4 0 white 0 1 0 69 6.3 0.34 0.27 2.5 0.024 40.0 152.0 0.99095 3.35 0.6 11.9 7 1 white 1 0 1 70 6.4 0.16 0.22 1.4 0.04 41.0 149.0 0.9933 3.49 0.58 10.0 6 0 white 0 1 0 71 6.4 0.17 0.27 6.7 0.036 88.0 223.0 0.9948 3.28 0.35 10.2 6 0 white 1 0 1 72 6.4 0.21 0.21 5.1 0.097 21.0 105.0 0.9939 3.07 0.46 9.6 5 0 white 0 1 0 73 6.4 0.21 0.28 5.9 0.047 29.0 101.0 0.99278 3.15 0.4 11.0 6 0 white 0 1 0 74 6.4 0.22 0.49 7.5 0.054 42.0 151.0 0.9948 3.27 0.52 10.1 6 0 white 0 1 0 75 6.4 0.24 0.25 20.2 0.083 35.0 157.0 0.99976 3.17 0.5 9.1 5 0 white 0 1 0 76 6.4 0.24 0.26 8.2 0.054 47.0 182.0 0.99538 3.12 0.5 9.5 5 0 white 0 1 0 77 6.4 0.25 0.32 11.3 0.038 69.0 192.0 0.99573 3.14 0.5 10.2 6 0 white 0 1 0 78 6.4 0.25 0.74 7.8 0.045 52.0 209.0 0.9956 3.21 0.42 9.2 6 0 white 0 1 0 79 6.4 0.26 0.21 8.2 0.05 51.0 182.0 0.99542 3.23 0.48 9.5 5 0 white 0 1 0 80 6.4 0.26 0.21 8.2 0.05 51.0 182.0 0.99542 3.23 0.48 9.5 5 0 white 0 1 0 81 6.4 0.33 0.28 1.1 0.038 30.0 110.0 0.9917 3.12 0.42 10.5 6 0 white 0 1 0 82 6.4 0.33 0.44 8.9 0.055 52.0 164.0 0.99488 3.1 0.48 9.6 5 0 white 0 1 0 83 6.4 0.46 0.08 4.9 0.046 34.0 144.0 0.99445 3.1 0.56 10.0 5 0 white 0 1 0 84 6.4 0.5 0.2 2.4 0.059 19.0 112.0 0.99314 3.18 0.4 9.2 6 0 white 0 1 0 85 6.4 0.63 0.21 1.6 0.08 12.0 32.0 0.99689 3.58 0.66 9.8 5 0 red 0 1 0 86 6.5 0.19 0.32 1.4 0.04 31.0 132.0 0.9922 3.36 0.54 10.8 7 1 white 0 1 0 87 6.5 0.22 0.32 2.2 0.028 36.0 92.0 0.99076 3.27 0.59 11.9 7 1 white 1 0 1 88 6.5 0.22 0.5 16.4 0.048 36.0 182.0 0.99904 3.02 0.49 8.8 6 0 white 0 1 0 89 6.5 0.23 0.39 1.9 0.036 41.0 98.0 0.99 3.19 0.43 11.9 7 1 white 1 0 1 90 6.5 0.23 0.39 1.9 0.036 41.0 98.0 0.99 3.19 0.43 11.9 7 1 white 1 0 1 91 6.5 0.29 0.52 7.9 0.049 35.0 192.0 0.99551 3.16 0.51 9.5 6 0 white 0 1 0 92 6.5 0.33 0.38 2.5 0.047 30.0 148.0 0.98964 3.17 0.43 12.7 6 0 white 0 1 0 93 6.5 0.35 0.28 12.4 0.051 86.0 213.0 0.9962 3.16 0.51 9.9 6 0 white 0 1 0 94 6.5 0.4 0.1 2.0 0.076 30.0 47.0 0.99554 3.36 0.48 9.4 6 0 red 0 1 0 95 6.5 0.43 0.18 13.15 0.032 25.0 131.0 0.99565 3.23 0.51 10.7 5 0 white 0 1 0 96 6.5 0.43 0.28 11.25 0.032 31.0 87.0 0.9922 3.02 0.38 12.4 6 0 white 0 1 0 97 6.5 0.46 0.41 16.8 0.084 59.0 222.0 0.9993 3.18 0.58 9.0 5 0 white 0 1 0 98 6.5 0.885 0.0 2.3 0.166 6.0 12.0 0.99551 3.56 0.51 10.8 5 0 red 0 1 0 99 6.6 0.13 0.3 4.9 0.058 47.0 131.0 0.9946 3.51 0.45 10.3 6 0 white 1 0 1 100 6.6 0.16 0.29 1.8 0.05 40.0 147.0 0.9912 3.06 0.44 11.4 7 1 white 1 0 1 Rows: 1-100 | Columns: 17Note
Probabilities are added to the
vDataFrame, and VerticaPy uses the corresponding probability function in SQL behind the scenes. You can use thepos_labelparameter to add only the probability of the selected category.Confusion Matrix¶
You can obtain the confusion matrix of your choice by specifying the desired cutoff.
model.confusion_matrix(cutoff = 0.5) Out[4]: array([[919, 124], [111, 144]])
Note
In classification, the
cutoffis a threshold value used to determine class assignment based on predicted probabilities or scores from a classification model. In binary classification, if the predicted probability for a specific class is greater than or equal to the cutoff, the instance is assigned to the positive class; otherwise, it is assigned to the negative class. Adjusting the cutoff allows for trade-offs between true positives and false positives, enabling the model to be optimized for specific objectives or to consider the relative costs of different classification errors. The choice of cutoff is critical for tailoring the model’s performance to meet specific needs.Main Plots (Classification Curves)¶
Classification models allow for the creation of various plots that are very helpful in understanding the model, such as the ROC Curve, PRC Curve, Cutoff Curve, Gain Curve, and more.
Most of the classification curves can be found in the Machine Learning - Classification Curve.
For example, let’s draw the model’s ROC curve.
model.roc_curve()
Important
Most of the curves have a parameter called
nbins, which is essential for estimating metrics. The larger thenbins, the more precise the estimation, but it can significantly impact performance. Exercise caution when increasing this parameter excessively.Hint
In binary classification, various curves can be easily plotted. However, in multi-class classification, it’s important to select the
pos_label, representing the class to be treated as positive when drawing the curve.Other Plots¶
Tree models can be visualized by drawing their tree plots. For more examples, check out Machine Learning - Tree Plots.
model.plot_tree()
Note
The above example may not render properly in the doc because of the huge size of the tree. But it should render nicely in jupyter environment.
In order to plot graph using graphviz separately, you can extract the graphviz DOT file code as follows:
model.to_graphviz() Out[5]: 'digraph Tree {\ngraph [bgcolor="#FFFFFFDD"];\n0 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n0 -> 1 [label="<= 0.992401", color="#000000", fontcolor="#000000"]\n0 -> 2 [label="> 0.992401", color="#000000", fontcolor="#000000"]\n1 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1 -> 3 [label="<= 2.0996", color="#000000", fontcolor="#000000"]\n1 -> 4 [label="> 2.0996", color="#000000", fontcolor="#000000"]\n2 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n2 -> 5 [label="<= 0.26062", color="#000000", fontcolor="#000000"]\n2 -> 6 [label="> 0.26062", color="#000000", fontcolor="#000000"]\n3 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n3 -> 7 [label="<= 0.991208", color="#000000", fontcolor="#000000"]\n3 -> 8 [label="> 0.991208", color="#000000", fontcolor="#000000"]\n4 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n4 -> 9 [label="<= 0.0391", color="#000000", fontcolor="#000000"]\n4 -> 10 [label="> 0.0391", color="#000000", fontcolor="#000000"]\n5 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n5 -> 11 [label="<= 0.035488", color="#000000", fontcolor="#000000"]\n5 -> 12 [label="> 0.035488", color="#000000", fontcolor="#000000"]\n6 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n6 -> 13 [label="<= 0.191", color="#000000", fontcolor="#000000"]\n6 -> 14 [label="> 0.191", color="#000000", fontcolor="#000000"]\n7 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n7 -> 15 [label="<= 1.3824", color="#000000", fontcolor="#000000"]\n7 -> 16 [label="> 1.3824", color="#000000", fontcolor="#000000"]\n8 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n8 -> 17 [label="<= 0.1055", color="#000000", fontcolor="#000000"]\n8 -> 18 [label="> 0.1055", color="#000000", fontcolor="#000000"]\n9 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n9 -> 19 [label="<= 3.9252", color="#000000", fontcolor="#000000"]\n9 -> 20 [label="> 3.9252", color="#000000", fontcolor="#000000"]\n10 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n10 -> 21 [label="<= 0.989652", color="#000000", fontcolor="#000000"]\n10 -> 22 [label="> 0.989652", color="#000000", fontcolor="#000000"]\n11 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n11 -> 23 [label="<= 0.22078", color="#000000", fontcolor="#000000"]\n11 -> 24 [label="> 0.22078", color="#000000", fontcolor="#000000"]\n12 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n12 -> 25 [label="<= 0.101", color="#000000", fontcolor="#000000"]\n12 -> 26 [label="> 0.101", color="#000000", fontcolor="#000000"]\n13 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n13 -> 27 [label="<= 0.997847", color="#000000", fontcolor="#000000"]\n13 -> 28 [label="> 0.997847", color="#000000", fontcolor="#000000"]\n14 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n14 -> 29 [label="<= 0.995357", color="#000000", fontcolor="#000000"]\n14 -> 30 [label="> 0.995357", color="#000000", fontcolor="#000000"]\n15 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n15 -> 31 [label="<= 0.988355", color="#000000", fontcolor="#000000"]\n15 -> 32 [label="> 0.988355", color="#000000", fontcolor="#000000"]\n16 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n16 -> 33 [label="<= 0.1265", color="#000000", fontcolor="#000000"]\n16 -> 34 [label="> 0.1265", color="#000000", fontcolor="#000000"]\n17 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n18 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n18 -> 35 [label="<= 0.6905", color="#000000", fontcolor="#000000"]\n18 -> 36 [label="> 0.6905", color="#000000", fontcolor="#000000"]\n19 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n19 -> 37 [label="<= 0.038498", color="#000000", fontcolor="#000000"]\n19 -> 38 [label="> 0.038498", color="#000000", fontcolor="#000000"]\n20 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n20 -> 39 [label="<= 0.991208", color="#000000", fontcolor="#000000"]\n20 -> 40 [label="> 0.991208", color="#000000", fontcolor="#000000"]\n21 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n21 -> 41 [label="<= 0.04512", color="#000000", fontcolor="#000000"]\n21 -> 42 [label="> 0.04512", color="#000000", fontcolor="#000000"]\n22 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n22 -> 43 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n22 -> 44 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n23 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n23 -> 45 [label="<= 0.034284", color="#000000", fontcolor="#000000"]\n23 -> 46 [label="> 0.034284", color="#000000", fontcolor="#000000"]\n24 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n24 -> 47 [label="<= 0.2407", color="#000000", fontcolor="#000000"]\n24 -> 48 [label="> 0.2407", color="#000000", fontcolor="#000000"]\n25 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n26 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n26 -> 49 [label="<= 0.995254", color="#000000", fontcolor="#000000"]\n26 -> 50 [label="> 0.995254", color="#000000", fontcolor="#000000"]\n27 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n27 -> 51 [label="<= 0.040304", color="#000000", fontcolor="#000000"]\n27 -> 52 [label="> 0.040304", color="#000000", fontcolor="#000000"]\n28 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n28 -> 53 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n28 -> 54 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n29 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n29 -> 55 [label="<= 1.6432", color="#000000", fontcolor="#000000"]\n29 -> 56 [label="> 1.6432", color="#000000", fontcolor="#000000"]\n30 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n30 -> 57 [label="<= 10.0073", color="#000000", fontcolor="#000000"]\n30 -> 58 [label="> 10.0073", color="#000000", fontcolor="#000000"]\n31 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n31 -> 59 [label="<= 0.3305", color="#000000", fontcolor="#000000"]\n31 -> 60 [label="> 0.3305", color="#000000", fontcolor="#000000"]\n32 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n32 -> 61 [label="<= 0.131", color="#000000", fontcolor="#000000"]\n32 -> 62 [label="> 0.131", color="#000000", fontcolor="#000000"]\n33 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n34 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n34 -> 63 [label="<= 0.3905", color="#000000", fontcolor="#000000"]\n34 -> 64 [label="> 0.3905", color="#000000", fontcolor="#000000"]\n35 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n35 -> 65 [label="<= 0.22078", color="#000000", fontcolor="#000000"]\n35 -> 66 [label="> 0.22078", color="#000000", fontcolor="#000000"]\n36 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n37 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n37 -> 67 [label="<= 0.988977", color="#000000", fontcolor="#000000"]\n37 -> 68 [label="> 0.988977", color="#000000", fontcolor="#000000"]\n38 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n38 -> 69 [label="<= 0.1205", color="#000000", fontcolor="#000000"]\n38 -> 70 [label="> 0.1205", color="#000000", fontcolor="#000000"]\n39 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n39 -> 71 [label="<= 0.581", color="#000000", fontcolor="#000000"]\n39 -> 72 [label="> 0.581", color="#000000", fontcolor="#000000"]\n40 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n40 -> 73 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n40 -> 74 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n41 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n41 -> 75 [label="<= 2.1648", color="#000000", fontcolor="#000000"]\n41 -> 76 [label="> 2.1648", color="#000000", fontcolor="#000000"]\n42 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n42 -> 77 [label="<= 0.2905", color="#000000", fontcolor="#000000"]\n42 -> 78 [label="> 0.2905", color="#000000", fontcolor="#000000"]\n43 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n43 -> 79 [label="<= 0.1265", color="#000000", fontcolor="#000000"]\n43 -> 80 [label="> 0.1265", color="#000000", fontcolor="#000000"]\n44 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n44 -> 81 [label="<= 0.990222", color="#000000", fontcolor="#000000"]\n44 -> 82 [label="> 0.990222", color="#000000", fontcolor="#000000"]\n45 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n46 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n46 -> 83 [label="<= 5.164", color="#000000", fontcolor="#000000"]\n46 -> 84 [label="> 5.164", color="#000000", fontcolor="#000000"]\n47 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n47 -> 85 [label="<= 10.3148", color="#000000", fontcolor="#000000"]\n47 -> 86 [label="> 10.3148", color="#000000", fontcolor="#000000"]\n48 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n48 -> 87 [label="<= 5.6204", color="#000000", fontcolor="#000000"]\n48 -> 88 [label="> 5.6204", color="#000000", fontcolor="#000000"]\n49 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n49 -> 89 [label="<= 11.5536", color="#000000", fontcolor="#000000"]\n49 -> 90 [label="> 11.5536", color="#000000", fontcolor="#000000"]\n50 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n50 -> 91 [label="<= 0.16102", color="#000000", fontcolor="#000000"]\n50 -> 92 [label="> 0.16102", color="#000000", fontcolor="#000000"]\n51 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n51 -> 93 [label="<= 0.992816", color="#000000", fontcolor="#000000"]\n51 -> 94 [label="> 0.992816", color="#000000", fontcolor="#000000"]\n52 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n52 -> 95 [label="<= 0.993542", color="#000000", fontcolor="#000000"]\n52 -> 96 [label="> 0.993542", color="#000000", fontcolor="#000000"]\n53 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n53 -> 97 [label="<= 6.1111", color="#000000", fontcolor="#000000"]\n53 -> 98 [label="> 6.1111", color="#000000", fontcolor="#000000"]\n54 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n54 -> 99 [label="<= 18.0084", color="#000000", fontcolor="#000000"]\n54 -> 100 [label="> 18.0084", color="#000000", fontcolor="#000000"]\n55 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n55 -> 101 [label="<= 9.2087", color="#000000", fontcolor="#000000"]\n55 -> 102 [label="> 9.2087", color="#000000", fontcolor="#000000"]\n56 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n56 -> 103 [label="<= 13.8356", color="#000000", fontcolor="#000000"]\n56 -> 104 [label="> 13.8356", color="#000000", fontcolor="#000000"]\n57 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n57 -> 105 [label="<= 6.8008", color="#000000", fontcolor="#000000"]\n57 -> 106 [label="> 6.8008", color="#000000", fontcolor="#000000"]\n58 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n58 -> 107 [label="<= 0.997847", color="#000000", fontcolor="#000000"]\n58 -> 108 [label="> 0.997847", color="#000000", fontcolor="#000000"]\n59 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n60 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n61 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n61 -> 109 [label="<= 0.1205", color="#000000", fontcolor="#000000"]\n61 -> 110 [label="> 0.1205", color="#000000", fontcolor="#000000"]\n62 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n62 -> 111 [label="<= 0.9896", color="#000000", fontcolor="#000000"]\n62 -> 112 [label="> 0.9896", color="#000000", fontcolor="#000000"]\n63 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n63 -> 113 [label="<= 0.050538", color="#000000", fontcolor="#000000"]\n63 -> 114 [label="> 0.050538", color="#000000", fontcolor="#000000"]\n64 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n64 -> 115 [label="<= 0.5015", color="#000000", fontcolor="#000000"]\n64 -> 116 [label="> 0.5015", color="#000000", fontcolor="#000000"]\n65 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n65 -> 117 [label="<= 0.991571", color="#000000", fontcolor="#000000"]\n65 -> 118 [label="> 0.991571", color="#000000", fontcolor="#000000"]\n66 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n66 -> 119 [label="<= 1.904", color="#000000", fontcolor="#000000"]\n66 -> 120 [label="> 1.904", color="#000000", fontcolor="#000000"]\n67 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n67 -> 121 [label="<= 0.02405", color="#000000", fontcolor="#000000"]\n67 -> 122 [label="> 0.02405", color="#000000", fontcolor="#000000"]\n68 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n68 -> 123 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n68 -> 124 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n69 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n70 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n71 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n71 -> 125 [label="<= 0.029468", color="#000000", fontcolor="#000000"]\n71 -> 126 [label="> 0.029468", color="#000000", fontcolor="#000000"]\n72 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n73 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n73 -> 127 [label="<= 6.6072", color="#000000", fontcolor="#000000"]\n73 -> 128 [label="> 6.6072", color="#000000", fontcolor="#000000"]\n74 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n74 -> 129 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n74 -> 130 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n75 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n76 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n76 -> 131 [label="<= 4.2512", color="#000000", fontcolor="#000000"]\n76 -> 132 [label="> 4.2512", color="#000000", fontcolor="#000000"]\n77 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n78 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n79 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n80 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n80 -> 133 [label="<= 0.251", color="#000000", fontcolor="#000000"]\n80 -> 134 [label="> 0.251", color="#000000", fontcolor="#000000"]\n81 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n81 -> 135 [label="<= 0.4415", color="#000000", fontcolor="#000000"]\n81 -> 136 [label="> 0.4415", color="#000000", fontcolor="#000000"]\n82 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n82 -> 137 [label="<= 0.992038", color="#000000", fontcolor="#000000"]\n82 -> 138 [label="> 0.992038", color="#000000", fontcolor="#000000"]\n83 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n84 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n85 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n85 -> 139 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n85 -> 140 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n86 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n86 -> 141 [label="<= 0.3305", color="#000000", fontcolor="#000000"]\n86 -> 142 [label="> 0.3305", color="#000000", fontcolor="#000000"]\n87 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n87 -> 143 [label="<= 4.512", color="#000000", fontcolor="#000000"]\n87 -> 144 [label="> 4.512", color="#000000", fontcolor="#000000"]\n88 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n89 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n89 -> 145 [label="<= 6.9097", color="#000000", fontcolor="#000000"]\n89 -> 146 [label="> 6.9097", color="#000000", fontcolor="#000000"]\n90 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n90 -> 147 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n90 -> 148 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n91 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n91 -> 149 [label="<= 0.15106", color="#000000", fontcolor="#000000"]\n91 -> 150 [label="> 0.15106", color="#000000", fontcolor="#000000"]\n92 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n92 -> 151 [label="<= 0.044518", color="#000000", fontcolor="#000000"]\n92 -> 152 [label="> 0.044518", color="#000000", fontcolor="#000000"]\n93 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n93 -> 153 [label="<= 0.1415", color="#000000", fontcolor="#000000"]\n93 -> 154 [label="> 0.1415", color="#000000", fontcolor="#000000"]\n94 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n94 -> 155 [label="<= 0.995409", color="#000000", fontcolor="#000000"]\n94 -> 156 [label="> 0.995409", color="#000000", fontcolor="#000000"]\n95 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n95 -> 157 [label="<= 0.043314", color="#000000", fontcolor="#000000"]\n95 -> 158 [label="> 0.043314", color="#000000", fontcolor="#000000"]\n96 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n96 -> 159 [label="<= 0.068598", color="#000000", fontcolor="#000000"]\n96 -> 160 [label="> 0.068598", color="#000000", fontcolor="#000000"]\n97 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n98 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n99 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n99 -> 161 [label="<= 0.999611", color="#000000", fontcolor="#000000"]\n99 -> 162 [label="> 0.999611", color="#000000", fontcolor="#000000"]\n100 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n101 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n101 -> 163 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n101 -> 164 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n102 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n102 -> 165 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n102 -> 166 [label="> 0.311", color="#000000", fontcolor="#000000"]\n103 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n103 -> 167 [label="<= 0.06017", color="#000000", fontcolor="#000000"]\n103 -> 168 [label="> 0.06017", color="#000000", fontcolor="#000000"]\n104 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n104 -> 169 [label="<= 0.03609", color="#000000", fontcolor="#000000"]\n104 -> 170 [label="> 0.03609", color="#000000", fontcolor="#000000"]\n105 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n105 -> 171 [label="<= 0.0391", color="#000000", fontcolor="#000000"]\n105 -> 172 [label="> 0.0391", color="#000000", fontcolor="#000000"]\n106 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n106 -> 173 [label="<= 13.314", color="#000000", fontcolor="#000000"]\n106 -> 174 [label="> 13.314", color="#000000", fontcolor="#000000"]\n107 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n107 -> 175 [label="<= 0.107126", color="#000000", fontcolor="#000000"]\n107 -> 176 [label="> 0.107126", color="#000000", fontcolor="#000000"]\n108 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n108 -> 177 [label="<= 0.69056", color="#000000", fontcolor="#000000"]\n108 -> 178 [label="> 0.69056", color="#000000", fontcolor="#000000"]\n109 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n109 -> 179 [label="<= 0.38014", color="#000000", fontcolor="#000000"]\n109 -> 180 [label="> 0.38014", color="#000000", fontcolor="#000000"]\n110 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n111 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n111 -> 181 [label="<= 0.191", color="#000000", fontcolor="#000000"]\n111 -> 182 [label="> 0.191", color="#000000", fontcolor="#000000"]\n112 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n112 -> 183 [label="<= 0.4316", color="#000000", fontcolor="#000000"]\n112 -> 184 [label="> 0.4316", color="#000000", fontcolor="#000000"]\n113 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n113 -> 185 [label="<= 0.21082", color="#000000", fontcolor="#000000"]\n113 -> 186 [label="> 0.21082", color="#000000", fontcolor="#000000"]\n114 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n115 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n115 -> 187 [label="<= 4.9011", color="#000000", fontcolor="#000000"]\n115 -> 188 [label="> 4.9011", color="#000000", fontcolor="#000000"]\n116 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n117 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n117 -> 189 [label="<= 0.41", color="#000000", fontcolor="#000000"]\n117 -> 190 [label="> 0.41", color="#000000", fontcolor="#000000"]\n118 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n119 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n119 -> 191 [label="<= 1.0564", color="#000000", fontcolor="#000000"]\n119 -> 192 [label="> 1.0564", color="#000000", fontcolor="#000000"]\n120 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n120 -> 193 [label="<= 6.8008", color="#000000", fontcolor="#000000"]\n120 -> 194 [label="> 6.8008", color="#000000", fontcolor="#000000"]\n121 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n122 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n123 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n123 -> 195 [label="<= 6.4015", color="#000000", fontcolor="#000000"]\n123 -> 196 [label="> 6.4015", color="#000000", fontcolor="#000000"]\n124 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n124 -> 197 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n124 -> 198 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n125 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n125 -> 199 [label="<= 7.5026", color="#000000", fontcolor="#000000"]\n125 -> 200 [label="> 7.5026", color="#000000", fontcolor="#000000"]\n126 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n126 -> 201 [label="<= 0.581", color="#000000", fontcolor="#000000"]\n126 -> 202 [label="> 0.581", color="#000000", fontcolor="#000000"]\n127 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n127 -> 203 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n127 -> 204 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n128 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n128 -> 205 [label="<= 7.9019", color="#000000", fontcolor="#000000"]\n128 -> 206 [label="> 7.9019", color="#000000", fontcolor="#000000"]\n129 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n129 -> 207 [label="<= 6.9097", color="#000000", fontcolor="#000000"]\n129 -> 208 [label="> 6.9097", color="#000000", fontcolor="#000000"]\n130 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n130 -> 209 [label="<= 0.991571", color="#000000", fontcolor="#000000"]\n130 -> 210 [label="> 0.991571", color="#000000", fontcolor="#000000"]\n131 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n132 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n133 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n133 -> 211 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n133 -> 212 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n134 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n135 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n136 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n136 -> 213 [label="<= 0.476", color="#000000", fontcolor="#000000"]\n136 -> 214 [label="> 0.476", color="#000000", fontcolor="#000000"]\n137 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n137 -> 215 [label="<= 0.990378", color="#000000", fontcolor="#000000"]\n137 -> 216 [label="> 0.990378", color="#000000", fontcolor="#000000"]\n138 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n138 -> 217 [label="<= 2.8168", color="#000000", fontcolor="#000000"]\n138 -> 218 [label="> 2.8168", color="#000000", fontcolor="#000000"]\n139 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n139 -> 219 [label="<= 8.4892", color="#000000", fontcolor="#000000"]\n139 -> 220 [label="> 8.4892", color="#000000", fontcolor="#000000"]\n140 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n141 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n141 -> 221 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n141 -> 222 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n142 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n143 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n143 -> 223 [label="<= 7.9019", color="#000000", fontcolor="#000000"]\n143 -> 224 [label="> 7.9019", color="#000000", fontcolor="#000000"]\n144 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n145 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n145 -> 225 [label="<= 0.1411", color="#000000", fontcolor="#000000"]\n145 -> 226 [label="> 0.1411", color="#000000", fontcolor="#000000"]\n146 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n146 -> 227 [label="<= 0.251", color="#000000", fontcolor="#000000"]\n146 -> 228 [label="> 0.251", color="#000000", fontcolor="#000000"]\n147 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n148 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n149 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n149 -> 229 [label="<= 7.6115", color="#000000", fontcolor="#000000"]\n149 -> 230 [label="> 7.6115", color="#000000", fontcolor="#000000"]\n150 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n150 -> 231 [label="<= 1.904", color="#000000", fontcolor="#000000"]\n150 -> 232 [label="> 1.904", color="#000000", fontcolor="#000000"]\n151 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n151 -> 233 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n151 -> 234 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n152 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n153 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n153 -> 235 [label="<= 7.309", color="#000000", fontcolor="#000000"]\n153 -> 236 [label="> 7.309", color="#000000", fontcolor="#000000"]\n154 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n155 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n155 -> 237 [label="<= 1.6432", color="#000000", fontcolor="#000000"]\n155 -> 238 [label="> 1.6432", color="#000000", fontcolor="#000000"]\n156 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n156 -> 239 [label="<= 0.1205", color="#000000", fontcolor="#000000"]\n156 -> 240 [label="> 0.1205", color="#000000", fontcolor="#000000"]\n157 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n157 -> 241 [label="<= 1.252", color="#000000", fontcolor="#000000"]\n157 -> 242 [label="> 1.252", color="#000000", fontcolor="#000000"]\n158 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n158 -> 243 [label="<= 4.9032", color="#000000", fontcolor="#000000"]\n158 -> 244 [label="> 4.9032", color="#000000", fontcolor="#000000"]\n159 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n159 -> 245 [label="<= 0.043314", color="#000000", fontcolor="#000000"]\n159 -> 246 [label="> 0.043314", color="#000000", fontcolor="#000000"]\n160 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n160 -> 247 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n160 -> 248 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n161 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n162 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n162 -> 249 [label="<= 15.596", color="#000000", fontcolor="#000000"]\n162 -> 250 [label="> 15.596", color="#000000", fontcolor="#000000"]\n163 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n163 -> 251 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n163 -> 252 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n164 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n165 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n166 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n167 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n167 -> 253 [label="<= 0.993749", color="#000000", fontcolor="#000000"]\n167 -> 254 [label="> 0.993749", color="#000000", fontcolor="#000000"]\n168 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n168 -> 255 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n168 -> 256 [label="> 6.704", color="#000000", fontcolor="#000000"]\n169 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n170 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n170 -> 257 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n170 -> 258 [label="> 0.311", color="#000000", fontcolor="#000000"]\n171 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n171 -> 259 [label="<= 7.6416", color="#000000", fontcolor="#000000"]\n171 -> 260 [label="> 7.6416", color="#000000", fontcolor="#000000"]\n172 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n172 -> 261 [label="<= 0.999455", color="#000000", fontcolor="#000000"]\n172 -> 262 [label="> 0.999455", color="#000000", fontcolor="#000000"]\n173 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n173 -> 263 [label="<= 7.9019", color="#000000", fontcolor="#000000"]\n173 -> 264 [label="> 7.9019", color="#000000", fontcolor="#000000"]\n174 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n174 -> 265 [label="<= 15.0092", color="#000000", fontcolor="#000000"]\n174 -> 266 [label="> 15.0092", color="#000000", fontcolor="#000000"]\n175 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n175 -> 267 [label="<= 0.0993", color="#000000", fontcolor="#000000"]\n175 -> 268 [label="> 0.0993", color="#000000", fontcolor="#000000"]\n176 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n176 -> 269 [label="<= 0.5015", color="#000000", fontcolor="#000000"]\n176 -> 270 [label="> 0.5015", color="#000000", fontcolor="#000000"]\n177 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n177 -> 271 [label="<= 0.2105", color="#000000", fontcolor="#000000"]\n177 -> 272 [label="> 0.2105", color="#000000", fontcolor="#000000"]\n178 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n178 -> 273 [label="<= 0.4415", color="#000000", fontcolor="#000000"]\n178 -> 274 [label="> 0.4415", color="#000000", fontcolor="#000000"]\n179 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n180 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n181 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n181 -> 275 [label="<= 0.989392", color="#000000", fontcolor="#000000"]\n181 -> 276 [label="> 0.989392", color="#000000", fontcolor="#000000"]\n182 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n182 -> 277 [label="<= 5.9054", color="#000000", fontcolor="#000000"]\n182 -> 278 [label="> 5.9054", color="#000000", fontcolor="#000000"]\n183 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n183 -> 279 [label="<= 0.990585", color="#000000", fontcolor="#000000"]\n183 -> 280 [label="> 0.990585", color="#000000", fontcolor="#000000"]\n184 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n184 -> 281 [label="<= 0.990741", color="#000000", fontcolor="#000000"]\n184 -> 282 [label="> 0.990741", color="#000000", fontcolor="#000000"]\n185 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n185 -> 283 [label="<= 0.029468", color="#000000", fontcolor="#000000"]\n185 -> 284 [label="> 0.029468", color="#000000", fontcolor="#000000"]\n186 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n186 -> 285 [label="<= 5.2036", color="#000000", fontcolor="#000000"]\n186 -> 286 [label="> 5.2036", color="#000000", fontcolor="#000000"]\n187 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n187 -> 287 [label="<= 0.4565", color="#000000", fontcolor="#000000"]\n187 -> 288 [label="> 0.4565", color="#000000", fontcolor="#000000"]\n188 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n189 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n190 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n191 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n192 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n192 -> 289 [label="<= 0.251", color="#000000", fontcolor="#000000"]\n192 -> 290 [label="> 0.251", color="#000000", fontcolor="#000000"]\n193 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n193 -> 291 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n193 -> 292 [label="> 0.221", color="#000000", fontcolor="#000000"]\n194 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n194 -> 293 [label="<= 7.9019", color="#000000", fontcolor="#000000"]\n194 -> 294 [label="> 7.9019", color="#000000", fontcolor="#000000"]\n195 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n195 -> 295 [label="<= 5.2036", color="#000000", fontcolor="#000000"]\n195 -> 296 [label="> 5.2036", color="#000000", fontcolor="#000000"]\n196 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n196 -> 297 [label="<= 7.309", color="#000000", fontcolor="#000000"]\n196 -> 298 [label="> 7.309", color="#000000", fontcolor="#000000"]\n197 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n198 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n198 -> 299 [label="<= 5.9054", color="#000000", fontcolor="#000000"]\n198 -> 300 [label="> 5.9054", color="#000000", fontcolor="#000000"]\n199 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n199 -> 301 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n199 -> 302 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n200 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n201 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n201 -> 303 [label="<= 0.25066", color="#000000", fontcolor="#000000"]\n201 -> 304 [label="> 0.25066", color="#000000", fontcolor="#000000"]\n202 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n203 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n203 -> 305 [label="<= 0.3605", color="#000000", fontcolor="#000000"]\n203 -> 306 [label="> 0.3605", color="#000000", fontcolor="#000000"]\n204 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n204 -> 307 [label="<= 4.6424", color="#000000", fontcolor="#000000"]\n204 -> 308 [label="> 4.6424", color="#000000", fontcolor="#000000"]\n205 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n205 -> 309 [label="<= 0.035488", color="#000000", fontcolor="#000000"]\n205 -> 310 [label="> 0.035488", color="#000000", fontcolor="#000000"]\n206 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n207 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n207 -> 311 [label="<= 5.6029", color="#000000", fontcolor="#000000"]\n207 -> 312 [label="> 5.6029", color="#000000", fontcolor="#000000"]\n208 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n209 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n209 -> 313 [label="<= 0.02706", color="#000000", fontcolor="#000000"]\n209 -> 314 [label="> 0.02706", color="#000000", fontcolor="#000000"]\n210 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n210 -> 315 [label="<= 4.7076", color="#000000", fontcolor="#000000"]\n210 -> 316 [label="> 4.7076", color="#000000", fontcolor="#000000"]\n211 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n211 -> 317 [label="<= 5.2036", color="#000000", fontcolor="#000000"]\n211 -> 318 [label="> 5.2036", color="#000000", fontcolor="#000000"]\n212 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n212 -> 319 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n212 -> 320 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n213 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n214 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n215 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n216 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n216 -> 321 [label="<= 0.990637", color="#000000", fontcolor="#000000"]\n216 -> 322 [label="> 0.990637", color="#000000", fontcolor="#000000"]\n217 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n217 -> 323 [label="<= 0.3365", color="#000000", fontcolor="#000000"]\n217 -> 324 [label="> 0.3365", color="#000000", fontcolor="#000000"]\n218 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n219 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n219 -> 325 [label="<= 1.252", color="#000000", fontcolor="#000000"]\n219 -> 326 [label="> 1.252", color="#000000", fontcolor="#000000"]\n220 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n221 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n222 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n223 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n224 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n225 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n225 -> 327 [label="<= 2.7516", color="#000000", fontcolor="#000000"]\n225 -> 328 [label="> 2.7516", color="#000000", fontcolor="#000000"]\n226 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n226 -> 329 [label="<= 0.040304", color="#000000", fontcolor="#000000"]\n226 -> 330 [label="> 0.040304", color="#000000", fontcolor="#000000"]\n227 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n227 -> 331 [label="<= 0.049334", color="#000000", fontcolor="#000000"]\n227 -> 332 [label="> 0.049334", color="#000000", fontcolor="#000000"]\n228 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n228 -> 333 [label="<= 0.00166", color="#000000", fontcolor="#000000"]\n228 -> 334 [label="> 0.00166", color="#000000", fontcolor="#000000"]\n229 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n229 -> 335 [label="<= 5.164", color="#000000", fontcolor="#000000"]\n229 -> 336 [label="> 5.164", color="#000000", fontcolor="#000000"]\n230 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n230 -> 337 [label="<= 0.99572", color="#000000", fontcolor="#000000"]\n230 -> 338 [label="> 0.99572", color="#000000", fontcolor="#000000"]\n231 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n231 -> 339 [label="<= 0.5915", color="#000000", fontcolor="#000000"]\n231 -> 340 [label="> 0.5915", color="#000000", fontcolor="#000000"]\n232 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n233 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n234 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n234 -> 341 [label="<= 7.1033", color="#000000", fontcolor="#000000"]\n234 -> 342 [label="> 7.1033", color="#000000", fontcolor="#000000"]\n235 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n236 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n237 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n237 -> 343 [label="<= 0.161", color="#000000", fontcolor="#000000"]\n237 -> 344 [label="> 0.161", color="#000000", fontcolor="#000000"]\n238 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n238 -> 345 [label="<= 0.03308", color="#000000", fontcolor="#000000"]\n238 -> 346 [label="> 0.03308", color="#000000", fontcolor="#000000"]\n239 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n240 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n240 -> 347 [label="<= 6.5104", color="#000000", fontcolor="#000000"]\n240 -> 348 [label="> 6.5104", color="#000000", fontcolor="#000000"]\n241 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n241 -> 349 [label="<= 0.1415", color="#000000", fontcolor="#000000"]\n241 -> 350 [label="> 0.1415", color="#000000", fontcolor="#000000"]\n242 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n243 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n243 -> 351 [label="<= 2.3604", color="#000000", fontcolor="#000000"]\n243 -> 352 [label="> 2.3604", color="#000000", fontcolor="#000000"]\n244 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n245 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n245 -> 353 [label="<= 0.1115", color="#000000", fontcolor="#000000"]\n245 -> 354 [label="> 0.1115", color="#000000", fontcolor="#000000"]\n246 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n246 -> 355 [label="<= 11.4232", color="#000000", fontcolor="#000000"]\n246 -> 356 [label="> 11.4232", color="#000000", fontcolor="#000000"]\n247 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n248 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n249 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n249 -> 357 [label="<= 0.36022", color="#000000", fontcolor="#000000"]\n249 -> 358 [label="> 0.36022", color="#000000", fontcolor="#000000"]\n250 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n251 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n252 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n252 -> 359 [label="<= 6.4015", color="#000000", fontcolor="#000000"]\n252 -> 360 [label="> 6.4015", color="#000000", fontcolor="#000000"]\n253 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n253 -> 361 [label="<= 6.4028", color="#000000", fontcolor="#000000"]\n253 -> 362 [label="> 6.4028", color="#000000", fontcolor="#000000"]\n254 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n254 -> 363 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n254 -> 364 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n255 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n255 -> 365 [label="<= 0.3815", color="#000000", fontcolor="#000000"]\n255 -> 366 [label="> 0.3815", color="#000000", fontcolor="#000000"]\n256 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n256 -> 367 [label="<= 0.4205", color="#000000", fontcolor="#000000"]\n256 -> 368 [label="> 0.4205", color="#000000", fontcolor="#000000"]\n257 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n258 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n259 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n259 -> 369 [label="<= 7.5112", color="#000000", fontcolor="#000000"]\n259 -> 370 [label="> 7.5112", color="#000000", fontcolor="#000000"]\n260 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n260 -> 371 [label="<= 0.3005", color="#000000", fontcolor="#000000"]\n260 -> 372 [label="> 0.3005", color="#000000", fontcolor="#000000"]\n261 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n262 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n262 -> 373 [label="<= 0.3605", color="#000000", fontcolor="#000000"]\n262 -> 374 [label="> 0.3605", color="#000000", fontcolor="#000000"]\n263 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n263 -> 375 [label="<= 0.998521", color="#000000", fontcolor="#000000"]\n263 -> 376 [label="> 0.998521", color="#000000", fontcolor="#000000"]\n264 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n264 -> 377 [label="<= 0.997017", color="#000000", fontcolor="#000000"]\n264 -> 378 [label="> 0.997017", color="#000000", fontcolor="#000000"]\n265 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n265 -> 379 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n265 -> 380 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n266 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n266 -> 381 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n266 -> 382 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n267 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n267 -> 383 [label="<= 0.6308", color="#000000", fontcolor="#000000"]\n267 -> 384 [label="> 0.6308", color="#000000", fontcolor="#000000"]\n268 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n269 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n270 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n271 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n272 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n272 -> 385 [label="<= 0.3305", color="#000000", fontcolor="#000000"]\n272 -> 386 [label="> 0.3305", color="#000000", fontcolor="#000000"]\n273 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n273 -> 387 [label="<= 13.3106", color="#000000", fontcolor="#000000"]\n273 -> 388 [label="> 13.3106", color="#000000", fontcolor="#000000"]\n274 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n274 -> 389 [label="<= 0.5315", color="#000000", fontcolor="#000000"]\n274 -> 390 [label="> 0.5315", color="#000000", fontcolor="#000000"]\n275 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n276 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n276 -> 391 [label="<= 6.6072", color="#000000", fontcolor="#000000"]\n276 -> 392 [label="> 6.6072", color="#000000", fontcolor="#000000"]\n277 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n277 -> 393 [label="<= 0.035488", color="#000000", fontcolor="#000000"]\n277 -> 394 [label="> 0.035488", color="#000000", fontcolor="#000000"]\n278 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n278 -> 395 [label="<= 0.641", color="#000000", fontcolor="#000000"]\n278 -> 396 [label="> 0.641", color="#000000", fontcolor="#000000"]\n279 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n279 -> 397 [label="<= 0.020438", color="#000000", fontcolor="#000000"]\n279 -> 398 [label="> 0.020438", color="#000000", fontcolor="#000000"]\n280 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n280 -> 399 [label="<= 6.1111", color="#000000", fontcolor="#000000"]\n280 -> 400 [label="> 6.1111", color="#000000", fontcolor="#000000"]\n281 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n281 -> 401 [label="<= 0.2105", color="#000000", fontcolor="#000000"]\n281 -> 402 [label="> 0.2105", color="#000000", fontcolor="#000000"]\n282 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n283 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n283 -> 403 [label="<= 0.371", color="#000000", fontcolor="#000000"]\n283 -> 404 [label="> 0.371", color="#000000", fontcolor="#000000"]\n284 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n285 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n285 -> 405 [label="<= 1.4476", color="#000000", fontcolor="#000000"]\n285 -> 406 [label="> 1.4476", color="#000000", fontcolor="#000000"]\n286 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n286 -> 407 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n286 -> 408 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n287 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n288 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n289 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n289 -> 409 [label="<= 0.38014", color="#000000", fontcolor="#000000"]\n289 -> 410 [label="> 0.38014", color="#000000", fontcolor="#000000"]\n290 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n290 -> 411 [label="<= 0.56108", color="#000000", fontcolor="#000000"]\n290 -> 412 [label="> 0.56108", color="#000000", fontcolor="#000000"]\n291 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n291 -> 413 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n291 -> 414 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n292 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n293 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n294 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n294 -> 415 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n294 -> 416 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n295 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n296 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n296 -> 417 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n296 -> 418 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n297 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n297 -> 419 [label="<= 2.8168", color="#000000", fontcolor="#000000"]\n297 -> 420 [label="> 2.8168", color="#000000", fontcolor="#000000"]\n298 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n298 -> 421 [label="<= 0.251", color="#000000", fontcolor="#000000"]\n298 -> 422 [label="> 0.251", color="#000000", fontcolor="#000000"]\n299 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n299 -> 423 [label="<= 0.989548", color="#000000", fontcolor="#000000"]\n299 -> 424 [label="> 0.989548", color="#000000", fontcolor="#000000"]\n300 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n300 -> 425 [label="<= 6.5104", color="#000000", fontcolor="#000000"]\n300 -> 426 [label="> 6.5104", color="#000000", fontcolor="#000000"]\n301 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n301 -> 427 [label="<= 0.988925", color="#000000", fontcolor="#000000"]\n301 -> 428 [label="> 0.988925", color="#000000", fontcolor="#000000"]\n302 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n302 -> 429 [label="<= 0.025254", color="#000000", fontcolor="#000000"]\n302 -> 430 [label="> 0.025254", color="#000000", fontcolor="#000000"]\n303 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n303 -> 431 [label="<= 0.401", color="#000000", fontcolor="#000000"]\n303 -> 432 [label="> 0.401", color="#000000", fontcolor="#000000"]\n304 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n304 -> 433 [label="<= 0.99043", color="#000000", fontcolor="#000000"]\n304 -> 434 [label="> 0.99043", color="#000000", fontcolor="#000000"]\n305 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n305 -> 435 [label="<= 0.022244", color="#000000", fontcolor="#000000"]\n305 -> 436 [label="> 0.022244", color="#000000", fontcolor="#000000"]\n306 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n306 -> 437 [label="<= 0.991519", color="#000000", fontcolor="#000000"]\n306 -> 438 [label="> 0.991519", color="#000000", fontcolor="#000000"]\n307 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n307 -> 439 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n307 -> 440 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n308 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n309 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n309 -> 441 [label="<= 0.991467", color="#000000", fontcolor="#000000"]\n309 -> 442 [label="> 0.991467", color="#000000", fontcolor="#000000"]\n310 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n310 -> 443 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n310 -> 444 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n311 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n312 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n312 -> 445 [label="<= 6.4015", color="#000000", fontcolor="#000000"]\n312 -> 446 [label="> 6.4015", color="#000000", fontcolor="#000000"]\n313 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n313 -> 447 [label="<= 6.5104", color="#000000", fontcolor="#000000"]\n313 -> 448 [label="> 6.5104", color="#000000", fontcolor="#000000"]\n314 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n314 -> 449 [label="<= 0.991467", color="#000000", fontcolor="#000000"]\n314 -> 450 [label="> 0.991467", color="#000000", fontcolor="#000000"]\n315 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n315 -> 451 [label="<= 0.36022", color="#000000", fontcolor="#000000"]\n315 -> 452 [label="> 0.36022", color="#000000", fontcolor="#000000"]\n316 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n316 -> 453 [label="<= 0.3005", color="#000000", fontcolor="#000000"]\n316 -> 454 [label="> 0.3005", color="#000000", fontcolor="#000000"]\n317 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n318 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n318 -> 455 [label="<= 0.041508", color="#000000", fontcolor="#000000"]\n318 -> 456 [label="> 0.041508", color="#000000", fontcolor="#000000"]\n319 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n319 -> 457 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n319 -> 458 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n320 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n320 -> 459 [label="<= 0.991104", color="#000000", fontcolor="#000000"]\n320 -> 460 [label="> 0.991104", color="#000000", fontcolor="#000000"]\n321 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n322 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n322 -> 461 [label="<= 7.7083", color="#000000", fontcolor="#000000"]\n322 -> 462 [label="> 7.7083", color="#000000", fontcolor="#000000"]\n323 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n323 -> 463 [label="<= 2.7516", color="#000000", fontcolor="#000000"]\n323 -> 464 [label="> 2.7516", color="#000000", fontcolor="#000000"]\n324 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n325 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n326 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n327 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n327 -> 465 [label="<= 0.13114", color="#000000", fontcolor="#000000"]\n327 -> 466 [label="> 0.13114", color="#000000", fontcolor="#000000"]\n328 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n329 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n329 -> 467 [label="<= 0.16102", color="#000000", fontcolor="#000000"]\n329 -> 468 [label="> 0.16102", color="#000000", fontcolor="#000000"]\n330 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n330 -> 469 [label="<= 0.995046", color="#000000", fontcolor="#000000"]\n330 -> 470 [label="> 0.995046", color="#000000", fontcolor="#000000"]\n331 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n331 -> 471 [label="<= 0.993853", color="#000000", fontcolor="#000000"]\n331 -> 472 [label="> 0.993853", color="#000000", fontcolor="#000000"]\n332 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n333 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n333 -> 473 [label="<= 0.994891", color="#000000", fontcolor="#000000"]\n333 -> 474 [label="> 0.994891", color="#000000", fontcolor="#000000"]\n334 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n334 -> 475 [label="<= 0.992504", color="#000000", fontcolor="#000000"]\n334 -> 476 [label="> 0.992504", color="#000000", fontcolor="#000000"]\n335 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n335 -> 477 [label="<= 0.997328", color="#000000", fontcolor="#000000"]\n335 -> 478 [label="> 0.997328", color="#000000", fontcolor="#000000"]\n336 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n336 -> 479 [label="<= 5.5552", color="#000000", fontcolor="#000000"]\n336 -> 480 [label="> 5.5552", color="#000000", fontcolor="#000000"]\n337 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n337 -> 481 [label="<= 0.995669", color="#000000", fontcolor="#000000"]\n337 -> 482 [label="> 0.995669", color="#000000", fontcolor="#000000"]\n338 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n338 -> 483 [label="<= 0.11435", color="#000000", fontcolor="#000000"]\n338 -> 484 [label="> 0.11435", color="#000000", fontcolor="#000000"]\n339 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n340 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n341 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n341 -> 485 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n341 -> 486 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n342 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n343 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n344 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n344 -> 487 [label="<= 0.028264", color="#000000", fontcolor="#000000"]\n344 -> 488 [label="> 0.028264", color="#000000", fontcolor="#000000"]\n345 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n345 -> 489 [label="<= 0.3901", color="#000000", fontcolor="#000000"]\n345 -> 490 [label="> 0.3901", color="#000000", fontcolor="#000000"]\n346 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n346 -> 491 [label="<= 8.2044", color="#000000", fontcolor="#000000"]\n346 -> 492 [label="> 8.2044", color="#000000", fontcolor="#000000"]\n347 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n347 -> 493 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n347 -> 494 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n348 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n349 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n350 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n351 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n351 -> 495 [label="<= 0.1505", color="#000000", fontcolor="#000000"]\n351 -> 496 [label="> 0.1505", color="#000000", fontcolor="#000000"]\n352 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n353 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n354 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n354 -> 497 [label="<= 7.2001", color="#000000", fontcolor="#000000"]\n354 -> 498 [label="> 7.2001", color="#000000", fontcolor="#000000"]\n355 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n355 -> 499 [label="<= 0.993646", color="#000000", fontcolor="#000000"]\n355 -> 500 [label="> 0.993646", color="#000000", fontcolor="#000000"]\n356 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n356 -> 501 [label="<= 0.99738", color="#000000", fontcolor="#000000"]\n356 -> 502 [label="> 0.99738", color="#000000", fontcolor="#000000"]\n357 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n358 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n359 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n359 -> 503 [label="<= 0.35", color="#000000", fontcolor="#000000"]\n359 -> 504 [label="> 0.35", color="#000000", fontcolor="#000000"]\n360 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n360 -> 505 [label="<= 0.046324", color="#000000", fontcolor="#000000"]\n360 -> 506 [label="> 0.046324", color="#000000", fontcolor="#000000"]\n361 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n361 -> 507 [label="<= 0.992712", color="#000000", fontcolor="#000000"]\n361 -> 508 [label="> 0.992712", color="#000000", fontcolor="#000000"]\n362 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n362 -> 509 [label="<= 0.026458", color="#000000", fontcolor="#000000"]\n362 -> 510 [label="> 0.026458", color="#000000", fontcolor="#000000"]\n363 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n363 -> 511 [label="<= 10.1192", color="#000000", fontcolor="#000000"]\n363 -> 512 [label="> 10.1192", color="#000000", fontcolor="#000000"]\n364 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n364 -> 513 [label="<= 0.49136", color="#000000", fontcolor="#000000"]\n364 -> 514 [label="> 0.49136", color="#000000", fontcolor="#000000"]\n365 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n366 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n366 -> 515 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n366 -> 516 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n367 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n367 -> 517 [label="<= 0.064384", color="#000000", fontcolor="#000000"]\n367 -> 518 [label="> 0.064384", color="#000000", fontcolor="#000000"]\n368 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n368 -> 519 [label="<= 0.062578", color="#000000", fontcolor="#000000"]\n368 -> 520 [label="> 0.062578", color="#000000", fontcolor="#000000"]\n369 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n370 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n371 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n372 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n372 -> 521 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n372 -> 522 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n373 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n374 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n375 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n375 -> 523 [label="<= 3.6644", color="#000000", fontcolor="#000000"]\n375 -> 524 [label="> 3.6644", color="#000000", fontcolor="#000000"]\n376 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n376 -> 525 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n376 -> 526 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n377 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n377 -> 527 [label="<= 2.1648", color="#000000", fontcolor="#000000"]\n377 -> 528 [label="> 2.1648", color="#000000", fontcolor="#000000"]\n378 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n378 -> 529 [label="<= 9.4023", color="#000000", fontcolor="#000000"]\n378 -> 530 [label="> 9.4023", color="#000000", fontcolor="#000000"]\n379 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n379 -> 531 [label="<= 0.998573", color="#000000", fontcolor="#000000"]\n379 -> 532 [label="> 0.998573", color="#000000", fontcolor="#000000"]\n380 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n380 -> 533 [label="<= 0.034284", color="#000000", fontcolor="#000000"]\n380 -> 534 [label="> 0.034284", color="#000000", fontcolor="#000000"]\n381 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n381 -> 535 [label="<= 0.32038", color="#000000", fontcolor="#000000"]\n381 -> 536 [label="> 0.32038", color="#000000", fontcolor="#000000"]\n382 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n383 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n383 -> 537 [label="<= 0.50132", color="#000000", fontcolor="#000000"]\n383 -> 538 [label="> 0.50132", color="#000000", fontcolor="#000000"]\n384 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n385 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n385 -> 539 [label="<= 0.080036", color="#000000", fontcolor="#000000"]\n385 -> 540 [label="> 0.080036", color="#000000", fontcolor="#000000"]\n386 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n386 -> 541 [label="<= 10.1041", color="#000000", fontcolor="#000000"]\n386 -> 542 [label="> 10.1041", color="#000000", fontcolor="#000000"]\n387 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n388 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n389 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n390 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n391 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n392 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n393 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n393 -> 543 [label="<= 0.36022", color="#000000", fontcolor="#000000"]\n393 -> 544 [label="> 0.36022", color="#000000", fontcolor="#000000"]\n394 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n395 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n395 -> 545 [label="<= 7.2001", color="#000000", fontcolor="#000000"]\n395 -> 546 [label="> 7.2001", color="#000000", fontcolor="#000000"]\n396 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n397 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n398 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n398 -> 547 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n398 -> 548 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n399 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n399 -> 549 [label="<= 0.037294", color="#000000", fontcolor="#000000"]\n399 -> 550 [label="> 0.037294", color="#000000", fontcolor="#000000"]\n400 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n400 -> 551 [label="<= 0.3605", color="#000000", fontcolor="#000000"]\n400 -> 552 [label="> 0.3605", color="#000000", fontcolor="#000000"]\n401 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n402 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n402 -> 553 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n402 -> 554 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n403 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n404 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n405 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n406 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n406 -> 555 [label="<= 1.8388", color="#000000", fontcolor="#000000"]\n406 -> 556 [label="> 1.8388", color="#000000", fontcolor="#000000"]\n407 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n407 -> 557 [label="<= 6.6072", color="#000000", fontcolor="#000000"]\n407 -> 558 [label="> 6.6072", color="#000000", fontcolor="#000000"]\n408 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n408 -> 559 [label="<= 0.025254", color="#000000", fontcolor="#000000"]\n408 -> 560 [label="> 0.025254", color="#000000", fontcolor="#000000"]\n409 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n409 -> 561 [label="<= 0.28054", color="#000000", fontcolor="#000000"]\n409 -> 562 [label="> 0.28054", color="#000000", fontcolor="#000000"]\n410 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n410 -> 563 [label="<= 0.992297", color="#000000", fontcolor="#000000"]\n410 -> 564 [label="> 0.992297", color="#000000", fontcolor="#000000"]\n411 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n411 -> 565 [label="<= 1.4476", color="#000000", fontcolor="#000000"]\n411 -> 566 [label="> 1.4476", color="#000000", fontcolor="#000000"]\n412 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n413 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n414 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n415 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n416 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n417 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n417 -> 567 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n417 -> 568 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n418 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n419 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n419 -> 569 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n419 -> 570 [label="> 6.704", color="#000000", fontcolor="#000000"]\n420 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n420 -> 571 [label="<= 0.31042", color="#000000", fontcolor="#000000"]\n420 -> 572 [label="> 0.31042", color="#000000", fontcolor="#000000"]\n421 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n421 -> 573 [label="<= 0.992038", color="#000000", fontcolor="#000000"]\n421 -> 574 [label="> 0.992038", color="#000000", fontcolor="#000000"]\n422 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n423 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n423 -> 575 [label="<= 0.026458", color="#000000", fontcolor="#000000"]\n423 -> 576 [label="> 0.026458", color="#000000", fontcolor="#000000"]\n424 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n424 -> 577 [label="<= 5.3004", color="#000000", fontcolor="#000000"]\n424 -> 578 [label="> 5.3004", color="#000000", fontcolor="#000000"]\n425 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n425 -> 579 [label="<= 0.18094", color="#000000", fontcolor="#000000"]\n425 -> 580 [label="> 0.18094", color="#000000", fontcolor="#000000"]\n426 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n426 -> 581 [label="<= 0.991208", color="#000000", fontcolor="#000000"]\n426 -> 582 [label="> 0.991208", color="#000000", fontcolor="#000000"]\n427 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n428 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n428 -> 583 [label="<= 0.01502", color="#000000", fontcolor="#000000"]\n428 -> 584 [label="> 0.01502", color="#000000", fontcolor="#000000"]\n429 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n429 -> 585 [label="<= 0.191", color="#000000", fontcolor="#000000"]\n429 -> 586 [label="> 0.191", color="#000000", fontcolor="#000000"]\n430 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n430 -> 587 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n430 -> 588 [label="> 0.221", color="#000000", fontcolor="#000000"]\n431 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n431 -> 589 [label="<= 6.4015", color="#000000", fontcolor="#000000"]\n431 -> 590 [label="> 6.4015", color="#000000", fontcolor="#000000"]\n432 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n433 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n434 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n434 -> 591 [label="<= 5.2036", color="#000000", fontcolor="#000000"]\n434 -> 592 [label="> 5.2036", color="#000000", fontcolor="#000000"]\n435 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n436 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n436 -> 593 [label="<= 3.9904", color="#000000", fontcolor="#000000"]\n436 -> 594 [label="> 3.9904", color="#000000", fontcolor="#000000"]\n437 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n438 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n438 -> 595 [label="<= 0.99183", color="#000000", fontcolor="#000000"]\n438 -> 596 [label="> 0.99183", color="#000000", fontcolor="#000000"]\n439 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n440 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n441 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n441 -> 597 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n441 -> 598 [label="> 0.281", color="#000000", fontcolor="#000000"]\n442 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n442 -> 599 [label="<= 0.23074", color="#000000", fontcolor="#000000"]\n442 -> 600 [label="> 0.23074", color="#000000", fontcolor="#000000"]\n443 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n443 -> 601 [label="<= 0.4505", color="#000000", fontcolor="#000000"]\n443 -> 602 [label="> 0.4505", color="#000000", fontcolor="#000000"]\n444 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n445 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n446 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n446 -> 603 [label="<= 0.2105", color="#000000", fontcolor="#000000"]\n446 -> 604 [label="> 0.2105", color="#000000", fontcolor="#000000"]\n447 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n447 -> 605 [label="<= 0.45152", color="#000000", fontcolor="#000000"]\n447 -> 606 [label="> 0.45152", color="#000000", fontcolor="#000000"]\n448 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n449 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n450 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n451 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n451 -> 607 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n451 -> 608 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n452 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n453 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n453 -> 609 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n453 -> 610 [label="> 0.281", color="#000000", fontcolor="#000000"]\n454 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n455 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n455 -> 611 [label="<= 6.5104", color="#000000", fontcolor="#000000"]\n455 -> 612 [label="> 6.5104", color="#000000", fontcolor="#000000"]\n456 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n457 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n457 -> 613 [label="<= 0.2905", color="#000000", fontcolor="#000000"]\n457 -> 614 [label="> 0.2905", color="#000000", fontcolor="#000000"]\n458 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n458 -> 615 [label="<= 0.991", color="#000000", fontcolor="#000000"]\n458 -> 616 [label="> 0.991", color="#000000", fontcolor="#000000"]\n459 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n459 -> 617 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n459 -> 618 [label="> 0.221", color="#000000", fontcolor="#000000"]\n460 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n461 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n461 -> 619 [label="<= 7.5026", color="#000000", fontcolor="#000000"]\n461 -> 620 [label="> 7.5026", color="#000000", fontcolor="#000000"]\n462 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n463 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n464 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n465 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n465 -> 621 [label="<= 5.3004", color="#000000", fontcolor="#000000"]\n465 -> 622 [label="> 5.3004", color="#000000", fontcolor="#000000"]\n466 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n466 -> 623 [label="<= 1.904", color="#000000", fontcolor="#000000"]\n466 -> 624 [label="> 1.904", color="#000000", fontcolor="#000000"]\n467 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n467 -> 625 [label="<= 0.341", color="#000000", fontcolor="#000000"]\n467 -> 626 [label="> 0.341", color="#000000", fontcolor="#000000"]\n468 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n468 -> 627 [label="<= 0.993075", color="#000000", fontcolor="#000000"]\n468 -> 628 [label="> 0.993075", color="#000000", fontcolor="#000000"]\n469 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n470 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n470 -> 629 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n470 -> 630 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n471 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n471 -> 631 [label="<= 1.6432", color="#000000", fontcolor="#000000"]\n471 -> 632 [label="> 1.6432", color="#000000", fontcolor="#000000"]\n472 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n473 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n473 -> 633 [label="<= 0.6605", color="#000000", fontcolor="#000000"]\n473 -> 634 [label="> 0.6605", color="#000000", fontcolor="#000000"]\n474 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n475 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n475 -> 635 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n475 -> 636 [label="> 0.281", color="#000000", fontcolor="#000000"]\n476 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n476 -> 637 [label="<= 0.992816", color="#000000", fontcolor="#000000"]\n476 -> 638 [label="> 0.992816", color="#000000", fontcolor="#000000"]\n477 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n478 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n478 -> 639 [label="<= 0.99738", color="#000000", fontcolor="#000000"]\n478 -> 640 [label="> 0.99738", color="#000000", fontcolor="#000000"]\n479 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n480 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n480 -> 641 [label="<= 6.0116", color="#000000", fontcolor="#000000"]\n480 -> 642 [label="> 6.0116", color="#000000", fontcolor="#000000"]\n481 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n482 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n483 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n483 -> 643 [label="<= 0.521", color="#000000", fontcolor="#000000"]\n483 -> 644 [label="> 0.521", color="#000000", fontcolor="#000000"]\n484 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n484 -> 645 [label="<= 0.6215", color="#000000", fontcolor="#000000"]\n484 -> 646 [label="> 0.6215", color="#000000", fontcolor="#000000"]\n485 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n486 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n487 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n488 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n489 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n489 -> 647 [label="<= 0.993334", color="#000000", fontcolor="#000000"]\n489 -> 648 [label="> 0.993334", color="#000000", fontcolor="#000000"]\n490 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n491 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n491 -> 649 [label="<= 0.994839", color="#000000", fontcolor="#000000"]\n491 -> 650 [label="> 0.994839", color="#000000", fontcolor="#000000"]\n492 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n492 -> 651 [label="<= 0.31042", color="#000000", fontcolor="#000000"]\n492 -> 652 [label="> 0.31042", color="#000000", fontcolor="#000000"]\n493 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n494 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n495 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n495 -> 653 [label="<= 1.252", color="#000000", fontcolor="#000000"]\n495 -> 654 [label="> 1.252", color="#000000", fontcolor="#000000"]\n496 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n496 -> 655 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n496 -> 656 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n497 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n498 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n498 -> 657 [label="<= 0.995046", color="#000000", fontcolor="#000000"]\n498 -> 658 [label="> 0.995046", color="#000000", fontcolor="#000000"]\n499 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n499 -> 659 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n499 -> 660 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n500 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n500 -> 661 [label="<= 5.2292", color="#000000", fontcolor="#000000"]\n500 -> 662 [label="> 5.2292", color="#000000", fontcolor="#000000"]\n501 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n501 -> 663 [label="<= 0.050538", color="#000000", fontcolor="#000000"]\n501 -> 664 [label="> 0.050538", color="#000000", fontcolor="#000000"]\n502 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n503 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n504 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n505 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n505 -> 665 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n505 -> 666 [label="> 6.704", color="#000000", fontcolor="#000000"]\n506 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n506 -> 667 [label="<= 0.992816", color="#000000", fontcolor="#000000"]\n506 -> 668 [label="> 0.992816", color="#000000", fontcolor="#000000"]\n507 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n507 -> 669 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n507 -> 670 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n508 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n508 -> 671 [label="<= 0.993283", color="#000000", fontcolor="#000000"]\n508 -> 672 [label="> 0.993283", color="#000000", fontcolor="#000000"]\n509 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n509 -> 673 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n509 -> 674 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n510 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n510 -> 675 [label="<= 0.992971", color="#000000", fontcolor="#000000"]\n510 -> 676 [label="> 0.992971", color="#000000", fontcolor="#000000"]\n511 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n511 -> 677 [label="<= 1.904", color="#000000", fontcolor="#000000"]\n511 -> 678 [label="> 1.904", color="#000000", fontcolor="#000000"]\n512 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n512 -> 679 [label="<= 5.9054", color="#000000", fontcolor="#000000"]\n512 -> 680 [label="> 5.9054", color="#000000", fontcolor="#000000"]\n513 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n513 -> 681 [label="<= 9.6628", color="#000000", fontcolor="#000000"]\n513 -> 682 [label="> 9.6628", color="#000000", fontcolor="#000000"]\n514 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n515 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n516 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n517 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n518 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n518 -> 683 [label="<= 0.073414", color="#000000", fontcolor="#000000"]\n518 -> 684 [label="> 0.073414", color="#000000", fontcolor="#000000"]\n519 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n520 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n521 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n522 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n523 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n523 -> 685 [label="<= 2.8168", color="#000000", fontcolor="#000000"]\n523 -> 686 [label="> 2.8168", color="#000000", fontcolor="#000000"]\n524 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n524 -> 687 [label="<= 6.9097", color="#000000", fontcolor="#000000"]\n524 -> 688 [label="> 6.9097", color="#000000", fontcolor="#000000"]\n525 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n526 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n526 -> 689 [label="<= 0.251", color="#000000", fontcolor="#000000"]\n526 -> 690 [label="> 0.251", color="#000000", fontcolor="#000000"]\n527 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n527 -> 691 [label="<= 0.38014", color="#000000", fontcolor="#000000"]\n527 -> 692 [label="> 0.38014", color="#000000", fontcolor="#000000"]\n528 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n528 -> 693 [label="<= 0.091474", color="#000000", fontcolor="#000000"]\n528 -> 694 [label="> 0.091474", color="#000000", fontcolor="#000000"]\n529 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n529 -> 695 [label="<= 0.99904", color="#000000", fontcolor="#000000"]\n529 -> 696 [label="> 0.99904", color="#000000", fontcolor="#000000"]\n530 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n530 -> 697 [label="<= 2.3604", color="#000000", fontcolor="#000000"]\n530 -> 698 [label="> 2.3604", color="#000000", fontcolor="#000000"]\n531 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n531 -> 699 [label="<= 0.38014", color="#000000", fontcolor="#000000"]\n531 -> 700 [label="> 0.38014", color="#000000", fontcolor="#000000"]\n532 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n532 -> 701 [label="<= 7.6115", color="#000000", fontcolor="#000000"]\n532 -> 702 [label="> 7.6115", color="#000000", fontcolor="#000000"]\n533 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n534 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n534 -> 703 [label="<= 0.28054", color="#000000", fontcolor="#000000"]\n534 -> 704 [label="> 0.28054", color="#000000", fontcolor="#000000"]\n535 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n535 -> 705 [label="<= 15.3352", color="#000000", fontcolor="#000000"]\n535 -> 706 [label="> 15.3352", color="#000000", fontcolor="#000000"]\n536 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n536 -> 707 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n536 -> 708 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n537 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n537 -> 709 [label="<= 0.47144", color="#000000", fontcolor="#000000"]\n537 -> 710 [label="> 0.47144", color="#000000", fontcolor="#000000"]\n538 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n538 -> 711 [label="<= 2.9472", color="#000000", fontcolor="#000000"]\n538 -> 712 [label="> 2.9472", color="#000000", fontcolor="#000000"]\n539 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n539 -> 713 [label="<= 0.57104", color="#000000", fontcolor="#000000"]\n539 -> 714 [label="> 0.57104", color="#000000", fontcolor="#000000"]\n540 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n540 -> 715 [label="<= 2.6212", color="#000000", fontcolor="#000000"]\n540 -> 716 [label="> 2.6212", color="#000000", fontcolor="#000000"]\n541 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n542 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n542 -> 717 [label="<= 0.65072", color="#000000", fontcolor="#000000"]\n542 -> 718 [label="> 0.65072", color="#000000", fontcolor="#000000"]\n543 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n544 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n545 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n546 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n547 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n547 -> 719 [label="<= 0.99043", color="#000000", fontcolor="#000000"]\n547 -> 720 [label="> 0.99043", color="#000000", fontcolor="#000000"]\n548 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n548 -> 721 [label="<= 0.989911", color="#000000", fontcolor="#000000"]\n548 -> 722 [label="> 0.989911", color="#000000", fontcolor="#000000"]\n549 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n549 -> 723 [label="<= 0.341", color="#000000", fontcolor="#000000"]\n549 -> 724 [label="> 0.341", color="#000000", fontcolor="#000000"]\n550 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n550 -> 725 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n550 -> 726 [label="> 0.221", color="#000000", fontcolor="#000000"]\n551 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n551 -> 727 [label="<= 0.1505", color="#000000", fontcolor="#000000"]\n551 -> 728 [label="> 0.1505", color="#000000", fontcolor="#000000"]\n552 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n552 -> 729 [label="<= 0.371", color="#000000", fontcolor="#000000"]\n552 -> 730 [label="> 0.371", color="#000000", fontcolor="#000000"]\n553 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n553 -> 731 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n553 -> 732 [label="> 0.221", color="#000000", fontcolor="#000000"]\n554 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n555 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n556 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n557 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n557 -> 733 [label="<= 0.31042", color="#000000", fontcolor="#000000"]\n557 -> 734 [label="> 0.31042", color="#000000", fontcolor="#000000"]\n558 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n559 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n559 -> 735 [label="<= 0.2905", color="#000000", fontcolor="#000000"]\n559 -> 736 [label="> 0.2905", color="#000000", fontcolor="#000000"]\n560 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n560 -> 737 [label="<= 1.4476", color="#000000", fontcolor="#000000"]\n560 -> 738 [label="> 1.4476", color="#000000", fontcolor="#000000"]\n561 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n561 -> 739 [label="<= 1.1216", color="#000000", fontcolor="#000000"]\n561 -> 740 [label="> 1.1216", color="#000000", fontcolor="#000000"]\n562 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n562 -> 741 [label="<= 0.2905", color="#000000", fontcolor="#000000"]\n562 -> 742 [label="> 0.2905", color="#000000", fontcolor="#000000"]\n563 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n563 -> 743 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n563 -> 744 [label="> 6.704", color="#000000", fontcolor="#000000"]\n564 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n564 -> 745 [label="<= 7.2001", color="#000000", fontcolor="#000000"]\n564 -> 746 [label="> 7.2001", color="#000000", fontcolor="#000000"]\n565 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n565 -> 747 [label="<= 7.4058", color="#000000", fontcolor="#000000"]\n565 -> 748 [label="> 7.4058", color="#000000", fontcolor="#000000"]\n566 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n566 -> 749 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n566 -> 750 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n567 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n567 -> 751 [label="<= 0.023448", color="#000000", fontcolor="#000000"]\n567 -> 752 [label="> 0.023448", color="#000000", fontcolor="#000000"]\n568 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n568 -> 753 [label="<= 0.026458", color="#000000", fontcolor="#000000"]\n568 -> 754 [label="> 0.026458", color="#000000", fontcolor="#000000"]\n569 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n569 -> 755 [label="<= 0.028264", color="#000000", fontcolor="#000000"]\n569 -> 756 [label="> 0.028264", color="#000000", fontcolor="#000000"]\n570 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n570 -> 757 [label="<= 0.02104", color="#000000", fontcolor="#000000"]\n570 -> 758 [label="> 0.02104", color="#000000", fontcolor="#000000"]\n571 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n571 -> 759 [label="<= 0.03007", color="#000000", fontcolor="#000000"]\n571 -> 760 [label="> 0.03007", color="#000000", fontcolor="#000000"]\n572 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n573 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n574 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n575 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n576 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n577 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n577 -> 761 [label="<= 0.401", color="#000000", fontcolor="#000000"]\n577 -> 762 [label="> 0.401", color="#000000", fontcolor="#000000"]\n578 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n578 -> 763 [label="<= 0.991104", color="#000000", fontcolor="#000000"]\n578 -> 764 [label="> 0.991104", color="#000000", fontcolor="#000000"]\n579 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n580 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n580 -> 765 [label="<= 0.31042", color="#000000", fontcolor="#000000"]\n580 -> 766 [label="> 0.31042", color="#000000", fontcolor="#000000"]\n581 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n581 -> 767 [label="<= 0.01201", color="#000000", fontcolor="#000000"]\n581 -> 768 [label="> 0.01201", color="#000000", fontcolor="#000000"]\n582 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n582 -> 769 [label="<= 8.0108", color="#000000", fontcolor="#000000"]\n582 -> 770 [label="> 8.0108", color="#000000", fontcolor="#000000"]\n583 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n584 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n585 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n586 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n587 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n588 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n588 -> 771 [label="<= 0.431", color="#000000", fontcolor="#000000"]\n588 -> 772 [label="> 0.431", color="#000000", fontcolor="#000000"]\n589 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n589 -> 773 [label="<= 4.7076", color="#000000", fontcolor="#000000"]\n589 -> 774 [label="> 4.7076", color="#000000", fontcolor="#000000"]\n590 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n591 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n592 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n592 -> 775 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n592 -> 776 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n593 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n594 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n594 -> 777 [label="<= 0.28054", color="#000000", fontcolor="#000000"]\n594 -> 778 [label="> 0.28054", color="#000000", fontcolor="#000000"]\n595 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n596 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n596 -> 779 [label="<= 0.2407", color="#000000", fontcolor="#000000"]\n596 -> 780 [label="> 0.2407", color="#000000", fontcolor="#000000"]\n597 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n598 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n599 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n600 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n600 -> 781 [label="<= 0.031274", color="#000000", fontcolor="#000000"]\n600 -> 782 [label="> 0.031274", color="#000000", fontcolor="#000000"]\n601 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n602 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n603 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n603 -> 783 [label="<= 0.03308", color="#000000", fontcolor="#000000"]\n603 -> 784 [label="> 0.03308", color="#000000", fontcolor="#000000"]\n604 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n604 -> 785 [label="<= 6.3376", color="#000000", fontcolor="#000000"]\n604 -> 786 [label="> 6.3376", color="#000000", fontcolor="#000000"]\n605 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n606 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n607 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n608 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n609 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n610 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n611 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n612 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n612 -> 787 [label="<= 0.1805", color="#000000", fontcolor="#000000"]\n612 -> 788 [label="> 0.1805", color="#000000", fontcolor="#000000"]\n613 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n614 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n614 -> 789 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n614 -> 790 [label="> 0.221", color="#000000", fontcolor="#000000"]\n615 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n615 -> 791 [label="<= 0.990689", color="#000000", fontcolor="#000000"]\n615 -> 792 [label="> 0.990689", color="#000000", fontcolor="#000000"]\n616 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n617 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n618 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n619 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n619 -> 793 [label="<= 0.3901", color="#000000", fontcolor="#000000"]\n619 -> 794 [label="> 0.3901", color="#000000", fontcolor="#000000"]\n620 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n621 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n621 -> 795 [label="<= 5.01", color="#000000", fontcolor="#000000"]\n621 -> 796 [label="> 5.01", color="#000000", fontcolor="#000000"]\n622 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n622 -> 797 [label="<= 0.99515", color="#000000", fontcolor="#000000"]\n622 -> 798 [label="> 0.99515", color="#000000", fontcolor="#000000"]\n623 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n624 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n625 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n626 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n627 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n627 -> 799 [label="<= 0.992971", color="#000000", fontcolor="#000000"]\n627 -> 800 [label="> 0.992971", color="#000000", fontcolor="#000000"]\n628 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n629 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n630 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n630 -> 801 [label="<= 0.341", color="#000000", fontcolor="#000000"]\n630 -> 802 [label="> 0.341", color="#000000", fontcolor="#000000"]\n631 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n631 -> 803 [label="<= 1.3172", color="#000000", fontcolor="#000000"]\n631 -> 804 [label="> 1.3172", color="#000000", fontcolor="#000000"]\n632 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n633 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n634 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n635 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n636 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n637 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n637 -> 805 [label="<= 1.4476", color="#000000", fontcolor="#000000"]\n637 -> 806 [label="> 1.4476", color="#000000", fontcolor="#000000"]\n638 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n638 -> 807 [label="<= 0.995098", color="#000000", fontcolor="#000000"]\n638 -> 808 [label="> 0.995098", color="#000000", fontcolor="#000000"]\n639 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n640 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n641 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n641 -> 809 [label="<= 5.9464", color="#000000", fontcolor="#000000"]\n641 -> 810 [label="> 5.9464", color="#000000", fontcolor="#000000"]\n642 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n643 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n643 -> 811 [label="<= 8.5069", color="#000000", fontcolor="#000000"]\n643 -> 812 [label="> 8.5069", color="#000000", fontcolor="#000000"]\n644 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n644 -> 813 [label="<= 0.02158", color="#000000", fontcolor="#000000"]\n644 -> 814 [label="> 0.02158", color="#000000", fontcolor="#000000"]\n645 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n646 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n647 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n648 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n648 -> 815 [label="<= 0.27058", color="#000000", fontcolor="#000000"]\n648 -> 816 [label="> 0.27058", color="#000000", fontcolor="#000000"]\n649 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n649 -> 817 [label="<= 0.35026", color="#000000", fontcolor="#000000"]\n649 -> 818 [label="> 0.35026", color="#000000", fontcolor="#000000"]\n650 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n650 -> 819 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n650 -> 820 [label="> 6.704", color="#000000", fontcolor="#000000"]\n651 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n652 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n653 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n653 -> 821 [label="<= 0.1415", color="#000000", fontcolor="#000000"]\n653 -> 822 [label="> 0.1415", color="#000000", fontcolor="#000000"]\n654 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n655 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n655 -> 823 [label="<= 1.0564", color="#000000", fontcolor="#000000"]\n655 -> 824 [label="> 1.0564", color="#000000", fontcolor="#000000"]\n656 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n656 -> 825 [label="<= 0.047528", color="#000000", fontcolor="#000000"]\n656 -> 826 [label="> 0.047528", color="#000000", fontcolor="#000000"]\n657 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n657 -> 827 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n657 -> 828 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n658 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n659 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n660 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n661 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n661 -> 829 [label="<= 0.31042", color="#000000", fontcolor="#000000"]\n661 -> 830 [label="> 0.31042", color="#000000", fontcolor="#000000"]\n662 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n663 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n663 -> 831 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n663 -> 832 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n664 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n665 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n665 -> 833 [label="<= 1.1216", color="#000000", fontcolor="#000000"]\n665 -> 834 [label="> 1.1216", color="#000000", fontcolor="#000000"]\n666 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n666 -> 835 [label="<= 1.3172", color="#000000", fontcolor="#000000"]\n666 -> 836 [label="> 1.3172", color="#000000", fontcolor="#000000"]\n667 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n667 -> 837 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n667 -> 838 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n668 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n668 -> 839 [label="<= 0.993905", color="#000000", fontcolor="#000000"]\n668 -> 840 [label="> 0.993905", color="#000000", fontcolor="#000000"]\n669 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n669 -> 841 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n669 -> 842 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n670 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n671 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n671 -> 843 [label="<= 0.27058", color="#000000", fontcolor="#000000"]\n671 -> 844 [label="> 0.27058", color="#000000", fontcolor="#000000"]\n672 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n672 -> 845 [label="<= 1.7084", color="#000000", fontcolor="#000000"]\n672 -> 846 [label="> 1.7084", color="#000000", fontcolor="#000000"]\n673 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n674 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n674 -> 847 [label="<= 0.4505", color="#000000", fontcolor="#000000"]\n674 -> 848 [label="> 0.4505", color="#000000", fontcolor="#000000"]\n675 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n675 -> 849 [label="<= 7.1033", color="#000000", fontcolor="#000000"]\n675 -> 850 [label="> 7.1033", color="#000000", fontcolor="#000000"]\n676 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n676 -> 851 [label="<= 10.8364", color="#000000", fontcolor="#000000"]\n676 -> 852 [label="> 10.8364", color="#000000", fontcolor="#000000"]\n677 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n677 -> 853 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n677 -> 854 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n678 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n678 -> 855 [label="<= 0.994631", color="#000000", fontcolor="#000000"]\n678 -> 856 [label="> 0.994631", color="#000000", fontcolor="#000000"]\n679 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n679 -> 857 [label="<= 0.994112", color="#000000", fontcolor="#000000"]\n679 -> 858 [label="> 0.994112", color="#000000", fontcolor="#000000"]\n680 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n680 -> 859 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n680 -> 860 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n681 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n681 -> 861 [label="<= 8.6196", color="#000000", fontcolor="#000000"]\n681 -> 862 [label="> 8.6196", color="#000000", fontcolor="#000000"]\n682 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n683 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n683 -> 863 [label="<= 0.993594", color="#000000", fontcolor="#000000"]\n683 -> 864 [label="> 0.993594", color="#000000", fontcolor="#000000"]\n684 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n684 -> 865 [label="<= 0.994994", color="#000000", fontcolor="#000000"]\n684 -> 866 [label="> 0.994994", color="#000000", fontcolor="#000000"]\n685 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n685 -> 867 [label="<= 0.062578", color="#000000", fontcolor="#000000"]\n685 -> 868 [label="> 0.062578", color="#000000", fontcolor="#000000"]\n686 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n687 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n687 -> 869 [label="<= 8.3588", color="#000000", fontcolor="#000000"]\n687 -> 870 [label="> 8.3588", color="#000000", fontcolor="#000000"]\n688 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n688 -> 871 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n688 -> 872 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n689 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n690 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n691 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n691 -> 873 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n691 -> 874 [label="> 0.221", color="#000000", fontcolor="#000000"]\n692 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n692 -> 875 [label="<= 0.55112", color="#000000", fontcolor="#000000"]\n692 -> 876 [label="> 0.55112", color="#000000", fontcolor="#000000"]\n693 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n693 -> 877 [label="<= 9.728", color="#000000", fontcolor="#000000"]\n693 -> 878 [label="> 9.728", color="#000000", fontcolor="#000000"]\n694 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n694 -> 879 [label="<= 0.110136", color="#000000", fontcolor="#000000"]\n694 -> 880 [label="> 0.110136", color="#000000", fontcolor="#000000"]\n695 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n695 -> 881 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n695 -> 882 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n696 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n696 -> 883 [label="<= 0.999144", color="#000000", fontcolor="#000000"]\n696 -> 884 [label="> 0.999144", color="#000000", fontcolor="#000000"]\n697 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n698 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n698 -> 885 [label="<= 0.998418", color="#000000", fontcolor="#000000"]\n698 -> 886 [label="> 0.998418", color="#000000", fontcolor="#000000"]\n699 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n700 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n700 -> 887 [label="<= 14.0312", color="#000000", fontcolor="#000000"]\n700 -> 888 [label="> 14.0312", color="#000000", fontcolor="#000000"]\n701 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n701 -> 889 [label="<= 13.64", color="#000000", fontcolor="#000000"]\n701 -> 890 [label="> 13.64", color="#000000", fontcolor="#000000"]\n702 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n702 -> 891 [label="<= 13.4444", color="#000000", fontcolor="#000000"]\n702 -> 892 [label="> 13.4444", color="#000000", fontcolor="#000000"]\n703 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n704 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n704 -> 893 [label="<= 0.99764", color="#000000", fontcolor="#000000"]\n704 -> 894 [label="> 0.99764", color="#000000", fontcolor="#000000"]\n705 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n705 -> 895 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n705 -> 896 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n706 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n707 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n708 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n709 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n709 -> 897 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n709 -> 898 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n710 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n710 -> 899 [label="<= 11.302", color="#000000", fontcolor="#000000"]\n710 -> 900 [label="> 11.302", color="#000000", fontcolor="#000000"]\n711 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n712 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n713 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n714 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n714 -> 901 [label="<= 11.0116", color="#000000", fontcolor="#000000"]\n714 -> 902 [label="> 11.0116", color="#000000", fontcolor="#000000"]\n715 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n715 -> 903 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n715 -> 904 [label="> 0.281", color="#000000", fontcolor="#000000"]\n716 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n717 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n717 -> 905 [label="<= 1.4476", color="#000000", fontcolor="#000000"]\n717 -> 906 [label="> 1.4476", color="#000000", fontcolor="#000000"]\n718 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n718 -> 907 [label="<= 2.9472", color="#000000", fontcolor="#000000"]\n718 -> 908 [label="> 2.9472", color="#000000", fontcolor="#000000"]\n719 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n720 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n720 -> 909 [label="<= 6.0022", color="#000000", fontcolor="#000000"]\n720 -> 910 [label="> 6.0022", color="#000000", fontcolor="#000000"]\n721 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n721 -> 911 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n721 -> 912 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n722 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n723 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n723 -> 913 [label="<= 0.161", color="#000000", fontcolor="#000000"]\n723 -> 914 [label="> 0.161", color="#000000", fontcolor="#000000"]\n724 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n725 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n726 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n726 -> 915 [label="<= 0.236", color="#000000", fontcolor="#000000"]\n726 -> 916 [label="> 0.236", color="#000000", fontcolor="#000000"]\n727 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n727 -> 917 [label="<= 6.4015", color="#000000", fontcolor="#000000"]\n727 -> 918 [label="> 6.4015", color="#000000", fontcolor="#000000"]\n728 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n728 -> 919 [label="<= 0.990845", color="#000000", fontcolor="#000000"]\n728 -> 920 [label="> 0.990845", color="#000000", fontcolor="#000000"]\n729 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n730 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n731 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n732 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n733 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n733 -> 921 [label="<= 0.990948", color="#000000", fontcolor="#000000"]\n733 -> 922 [label="> 0.990948", color="#000000", fontcolor="#000000"]\n734 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n734 -> 923 [label="<= 0.40006", color="#000000", fontcolor="#000000"]\n734 -> 924 [label="> 0.40006", color="#000000", fontcolor="#000000"]\n735 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n735 -> 925 [label="<= 0.989963", color="#000000", fontcolor="#000000"]\n735 -> 926 [label="> 0.989963", color="#000000", fontcolor="#000000"]\n736 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n736 -> 927 [label="<= 0.020438", color="#000000", fontcolor="#000000"]\n736 -> 928 [label="> 0.020438", color="#000000", fontcolor="#000000"]\n737 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n737 -> 929 [label="<= 0.990015", color="#000000", fontcolor="#000000"]\n737 -> 930 [label="> 0.990015", color="#000000", fontcolor="#000000"]\n738 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n738 -> 931 [label="<= 0.028264", color="#000000", fontcolor="#000000"]\n738 -> 932 [label="> 0.028264", color="#000000", fontcolor="#000000"]\n739 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n740 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n740 -> 933 [label="<= 6.5104", color="#000000", fontcolor="#000000"]\n740 -> 934 [label="> 6.5104", color="#000000", fontcolor="#000000"]\n741 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n741 -> 935 [label="<= 1.6432", color="#000000", fontcolor="#000000"]\n741 -> 936 [label="> 1.6432", color="#000000", fontcolor="#000000"]\n742 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n742 -> 937 [label="<= 0.038498", color="#000000", fontcolor="#000000"]\n742 -> 938 [label="> 0.038498", color="#000000", fontcolor="#000000"]\n743 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n743 -> 939 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n743 -> 940 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n744 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n745 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n746 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n747 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n748 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n748 -> 941 [label="<= 7.5026", color="#000000", fontcolor="#000000"]\n748 -> 942 [label="> 7.5026", color="#000000", fontcolor="#000000"]\n749 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n749 -> 943 [label="<= 0.27058", color="#000000", fontcolor="#000000"]\n749 -> 944 [label="> 0.27058", color="#000000", fontcolor="#000000"]\n750 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n750 -> 945 [label="<= 0.52124", color="#000000", fontcolor="#000000"]\n750 -> 946 [label="> 0.52124", color="#000000", fontcolor="#000000"]\n751 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n752 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n752 -> 947 [label="<= 0.991571", color="#000000", fontcolor="#000000"]\n752 -> 948 [label="> 0.991571", color="#000000", fontcolor="#000000"]\n753 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n754 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n755 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n756 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n756 -> 949 [label="<= 2.6212", color="#000000", fontcolor="#000000"]\n756 -> 950 [label="> 2.6212", color="#000000", fontcolor="#000000"]\n757 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n757 -> 951 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n757 -> 952 [label="> 0.221", color="#000000", fontcolor="#000000"]\n758 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n759 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n760 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n761 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n762 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n763 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n764 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n764 -> 953 [label="<= 0.35", color="#000000", fontcolor="#000000"]\n764 -> 954 [label="> 0.35", color="#000000", fontcolor="#000000"]\n765 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n765 -> 955 [label="<= 0.989392", color="#000000", fontcolor="#000000"]\n765 -> 956 [label="> 0.989392", color="#000000", fontcolor="#000000"]\n766 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n766 -> 957 [label="<= 0.031274", color="#000000", fontcolor="#000000"]\n766 -> 958 [label="> 0.031274", color="#000000", fontcolor="#000000"]\n767 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n768 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n768 -> 959 [label="<= 2.9472", color="#000000", fontcolor="#000000"]\n768 -> 960 [label="> 2.9472", color="#000000", fontcolor="#000000"]\n769 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n770 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n771 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n772 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n773 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n774 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n775 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n775 -> 961 [label="<= 0.031274", color="#000000", fontcolor="#000000"]\n775 -> 962 [label="> 0.031274", color="#000000", fontcolor="#000000"]\n776 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n776 -> 963 [label="<= 0.034284", color="#000000", fontcolor="#000000"]\n776 -> 964 [label="> 0.034284", color="#000000", fontcolor="#000000"]\n777 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n778 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n778 -> 965 [label="<= 0.1805", color="#000000", fontcolor="#000000"]\n778 -> 966 [label="> 0.1805", color="#000000", fontcolor="#000000"]\n779 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n780 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n781 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n782 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n782 -> 967 [label="<= 0.3305", color="#000000", fontcolor="#000000"]\n782 -> 968 [label="> 0.3305", color="#000000", fontcolor="#000000"]\n783 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n784 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n785 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n786 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n787 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n788 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n789 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n790 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n791 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n791 -> 969 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n791 -> 970 [label="> 0.221", color="#000000", fontcolor="#000000"]\n792 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n793 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n793 -> 971 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n793 -> 972 [label="> 0.311", color="#000000", fontcolor="#000000"]\n794 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n795 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n796 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n796 -> 973 [label="<= 1.7084", color="#000000", fontcolor="#000000"]\n796 -> 974 [label="> 1.7084", color="#000000", fontcolor="#000000"]\n797 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n797 -> 975 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n797 -> 976 [label="> 0.311", color="#000000", fontcolor="#000000"]\n798 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n798 -> 977 [label="<= 2.23", color="#000000", fontcolor="#000000"]\n798 -> 978 [label="> 2.23", color="#000000", fontcolor="#000000"]\n799 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n799 -> 979 [label="<= 0.0391", color="#000000", fontcolor="#000000"]\n799 -> 980 [label="> 0.0391", color="#000000", fontcolor="#000000"]\n800 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n801 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n802 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n803 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n804 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n805 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n806 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n807 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n807 -> 981 [label="<= 7.7083", color="#000000", fontcolor="#000000"]\n807 -> 982 [label="> 7.7083", color="#000000", fontcolor="#000000"]\n808 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n808 -> 983 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n808 -> 984 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n809 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n810 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n811 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n812 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n813 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n813 -> 985 [label="<= 0.01162", color="#000000", fontcolor="#000000"]\n813 -> 986 [label="> 0.01162", color="#000000", fontcolor="#000000"]\n814 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n815 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n816 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n816 -> 987 [label="<= 0.32038", color="#000000", fontcolor="#000000"]\n816 -> 988 [label="> 0.32038", color="#000000", fontcolor="#000000"]\n817 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n818 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n818 -> 989 [label="<= 0.38014", color="#000000", fontcolor="#000000"]\n818 -> 990 [label="> 0.38014", color="#000000", fontcolor="#000000"]\n819 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n820 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n821 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n822 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n823 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n824 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n825 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n826 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n826 -> 991 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n826 -> 992 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n827 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n827 -> 993 [label="<= 0.131", color="#000000", fontcolor="#000000"]\n827 -> 994 [label="> 0.131", color="#000000", fontcolor="#000000"]\n828 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n829 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n829 -> 995 [label="<= 7.2001", color="#000000", fontcolor="#000000"]\n829 -> 996 [label="> 7.2001", color="#000000", fontcolor="#000000"]\n830 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n830 -> 997 [label="<= 0.1505", color="#000000", fontcolor="#000000"]\n830 -> 998 [label="> 0.1505", color="#000000", fontcolor="#000000"]\n831 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n831 -> 999 [label="<= 12.9228", color="#000000", fontcolor="#000000"]\n831 -> 1000 [label="> 12.9228", color="#000000", fontcolor="#000000"]\n832 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n833 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n834 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n834 -> 1001 [label="<= 1.5128", color="#000000", fontcolor="#000000"]\n834 -> 1002 [label="> 1.5128", color="#000000", fontcolor="#000000"]\n835 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n835 -> 1003 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n835 -> 1004 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n836 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n837 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n837 -> 1005 [label="<= 6.5104", color="#000000", fontcolor="#000000"]\n837 -> 1006 [label="> 6.5104", color="#000000", fontcolor="#000000"]\n838 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n839 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n840 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n840 -> 1007 [label="<= 0.994112", color="#000000", fontcolor="#000000"]\n840 -> 1008 [label="> 0.994112", color="#000000", fontcolor="#000000"]\n841 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n842 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n842 -> 1009 [label="<= 6.9097", color="#000000", fontcolor="#000000"]\n842 -> 1010 [label="> 6.9097", color="#000000", fontcolor="#000000"]\n843 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n843 -> 1011 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n843 -> 1012 [label="> 0.221", color="#000000", fontcolor="#000000"]\n844 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n844 -> 1013 [label="<= 2.23", color="#000000", fontcolor="#000000"]\n844 -> 1014 [label="> 2.23", color="#000000", fontcolor="#000000"]\n845 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n846 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n846 -> 1015 [label="<= 7.9019", color="#000000", fontcolor="#000000"]\n846 -> 1016 [label="> 7.9019", color="#000000", fontcolor="#000000"]\n847 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n848 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n849 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n849 -> 1017 [label="<= 6.5332", color="#000000", fontcolor="#000000"]\n849 -> 1018 [label="> 6.5332", color="#000000", fontcolor="#000000"]\n850 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n851 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n851 -> 1019 [label="<= 0.050538", color="#000000", fontcolor="#000000"]\n851 -> 1020 [label="> 0.050538", color="#000000", fontcolor="#000000"]\n852 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n853 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n854 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n855 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n855 -> 1021 [label="<= 0.994372", color="#000000", fontcolor="#000000"]\n855 -> 1022 [label="> 0.994372", color="#000000", fontcolor="#000000"]\n856 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n857 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n858 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n859 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n859 -> 1023 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n859 -> 1024 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n860 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n860 -> 1025 [label="<= 12.9228", color="#000000", fontcolor="#000000"]\n860 -> 1026 [label="> 12.9228", color="#000000", fontcolor="#000000"]\n861 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n861 -> 1027 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n861 -> 1028 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n862 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n862 -> 1029 [label="<= 0.04211", color="#000000", fontcolor="#000000"]\n862 -> 1030 [label="> 0.04211", color="#000000", fontcolor="#000000"]\n863 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n864 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n864 -> 1031 [label="<= 0.3905", color="#000000", fontcolor="#000000"]\n864 -> 1032 [label="> 0.3905", color="#000000", fontcolor="#000000"]\n865 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n866 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n866 -> 1033 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n866 -> 1034 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n867 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n867 -> 1035 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n867 -> 1036 [label="> 0.311", color="#000000", fontcolor="#000000"]\n868 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n868 -> 1037 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n868 -> 1038 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n869 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n869 -> 1039 [label="<= 7.3156", color="#000000", fontcolor="#000000"]\n869 -> 1040 [label="> 7.3156", color="#000000", fontcolor="#000000"]\n870 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n871 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n871 -> 1041 [label="<= 10.2496", color="#000000", fontcolor="#000000"]\n871 -> 1042 [label="> 10.2496", color="#000000", fontcolor="#000000"]\n872 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n872 -> 1043 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n872 -> 1044 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n873 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n873 -> 1045 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n873 -> 1046 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n874 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n874 -> 1047 [label="<= 9.608", color="#000000", fontcolor="#000000"]\n874 -> 1048 [label="> 9.608", color="#000000", fontcolor="#000000"]\n875 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n876 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n876 -> 1049 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n876 -> 1050 [label="> 0.281", color="#000000", fontcolor="#000000"]\n877 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n877 -> 1051 [label="<= 0.056558", color="#000000", fontcolor="#000000"]\n877 -> 1052 [label="> 0.056558", color="#000000", fontcolor="#000000"]\n878 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n878 -> 1053 [label="<= 0.035488", color="#000000", fontcolor="#000000"]\n878 -> 1054 [label="> 0.035488", color="#000000", fontcolor="#000000"]\n879 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n880 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n881 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n881 -> 1055 [label="<= 10.706", color="#000000", fontcolor="#000000"]\n881 -> 1056 [label="> 10.706", color="#000000", fontcolor="#000000"]\n882 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n882 -> 1057 [label="<= 0.99738", color="#000000", fontcolor="#000000"]\n882 -> 1058 [label="> 0.99738", color="#000000", fontcolor="#000000"]\n883 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n884 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n885 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n885 -> 1059 [label="<= 2.4256", color="#000000", fontcolor="#000000"]\n885 -> 1060 [label="> 2.4256", color="#000000", fontcolor="#000000"]\n886 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n886 -> 1061 [label="<= 0.999663", color="#000000", fontcolor="#000000"]\n886 -> 1062 [label="> 0.999663", color="#000000", fontcolor="#000000"]\n887 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n888 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n889 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n890 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n891 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n892 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n892 -> 1063 [label="<= 1.000233", color="#000000", fontcolor="#000000"]\n892 -> 1064 [label="> 1.000233", color="#000000", fontcolor="#000000"]\n893 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n893 -> 1065 [label="<= 7.0065", color="#000000", fontcolor="#000000"]\n893 -> 1066 [label="> 7.0065", color="#000000", fontcolor="#000000"]\n894 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n894 -> 1067 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n894 -> 1068 [label="> 0.281", color="#000000", fontcolor="#000000"]\n895 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n896 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n897 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n898 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n898 -> 1069 [label="<= 2.556", color="#000000", fontcolor="#000000"]\n898 -> 1070 [label="> 2.556", color="#000000", fontcolor="#000000"]\n899 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n900 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n900 -> 1071 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n900 -> 1072 [label="> 0.281", color="#000000", fontcolor="#000000"]\n901 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n902 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n903 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n903 -> 1073 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n903 -> 1074 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n904 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n905 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n905 -> 1075 [label="<= 0.5015", color="#000000", fontcolor="#000000"]\n905 -> 1076 [label="> 0.5015", color="#000000", fontcolor="#000000"]\n906 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n906 -> 1077 [label="<= 0.671", color="#000000", fontcolor="#000000"]\n906 -> 1078 [label="> 0.671", color="#000000", fontcolor="#000000"]\n907 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n908 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n908 -> 1079 [label="<= 0.998833", color="#000000", fontcolor="#000000"]\n908 -> 1080 [label="> 0.998833", color="#000000", fontcolor="#000000"]\n909 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n909 -> 1081 [label="<= 5.4093", color="#000000", fontcolor="#000000"]\n909 -> 1082 [label="> 5.4093", color="#000000", fontcolor="#000000"]\n910 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n911 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n912 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n913 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n914 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n915 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n916 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n917 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n918 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n919 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n920 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n920 -> 1083 [label="<= 0.990897", color="#000000", fontcolor="#000000"]\n920 -> 1084 [label="> 0.990897", color="#000000", fontcolor="#000000"]\n921 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n922 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n923 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n924 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n925 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n925 -> 1085 [label="<= 6.9097", color="#000000", fontcolor="#000000"]\n925 -> 1086 [label="> 6.9097", color="#000000", fontcolor="#000000"]\n926 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n927 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n927 -> 1087 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n927 -> 1088 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n928 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n929 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n929 -> 1089 [label="<= 5.9054", color="#000000", fontcolor="#000000"]\n929 -> 1090 [label="> 5.9054", color="#000000", fontcolor="#000000"]\n930 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n930 -> 1091 [label="<= 6.6072", color="#000000", fontcolor="#000000"]\n930 -> 1092 [label="> 6.6072", color="#000000", fontcolor="#000000"]\n931 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n931 -> 1093 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n931 -> 1094 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n932 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n932 -> 1095 [label="<= 0.2905", color="#000000", fontcolor="#000000"]\n932 -> 1096 [label="> 0.2905", color="#000000", fontcolor="#000000"]\n933 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n933 -> 1097 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n933 -> 1098 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n934 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n935 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n935 -> 1099 [label="<= 7.309", color="#000000", fontcolor="#000000"]\n935 -> 1100 [label="> 7.309", color="#000000", fontcolor="#000000"]\n936 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n937 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n937 -> 1101 [label="<= 1.252", color="#000000", fontcolor="#000000"]\n937 -> 1102 [label="> 1.252", color="#000000", fontcolor="#000000"]\n938 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n938 -> 1103 [label="<= 0.991571", color="#000000", fontcolor="#000000"]\n938 -> 1104 [label="> 0.991571", color="#000000", fontcolor="#000000"]\n939 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n940 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n941 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n941 -> 1105 [label="<= 0.3005", color="#000000", fontcolor="#000000"]\n941 -> 1106 [label="> 0.3005", color="#000000", fontcolor="#000000"]\n942 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n943 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n943 -> 1107 [label="<= 0.991311", color="#000000", fontcolor="#000000"]\n943 -> 1108 [label="> 0.991311", color="#000000", fontcolor="#000000"]\n944 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n945 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n945 -> 1109 [label="<= 0.3305", color="#000000", fontcolor="#000000"]\n945 -> 1110 [label="> 0.3305", color="#000000", fontcolor="#000000"]\n946 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n947 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n948 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n949 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n949 -> 1111 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n949 -> 1112 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n950 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n951 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n952 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n953 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n954 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n955 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n955 -> 1113 [label="<= 0.341", color="#000000", fontcolor="#000000"]\n955 -> 1114 [label="> 0.341", color="#000000", fontcolor="#000000"]\n956 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n957 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n957 -> 1115 [label="<= 0.3901", color="#000000", fontcolor="#000000"]\n957 -> 1116 [label="> 0.3901", color="#000000", fontcolor="#000000"]\n958 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n958 -> 1117 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n958 -> 1118 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n959 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n959 -> 1119 [label="<= 2.1648", color="#000000", fontcolor="#000000"]\n959 -> 1120 [label="> 2.1648", color="#000000", fontcolor="#000000"]\n960 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n960 -> 1121 [label="<= 0.990274", color="#000000", fontcolor="#000000"]\n960 -> 1122 [label="> 0.990274", color="#000000", fontcolor="#000000"]\n961 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n961 -> 1123 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n961 -> 1124 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n962 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n963 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n964 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n964 -> 1125 [label="<= 0.990948", color="#000000", fontcolor="#000000"]\n964 -> 1126 [label="> 0.990948", color="#000000", fontcolor="#000000"]\n965 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n966 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n967 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n968 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n969 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n970 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n970 -> 1127 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n970 -> 1128 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n971 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n971 -> 1129 [label="<= 0.991156", color="#000000", fontcolor="#000000"]\n971 -> 1130 [label="> 0.991156", color="#000000", fontcolor="#000000"]\n972 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n972 -> 1131 [label="<= 7.2001", color="#000000", fontcolor="#000000"]\n972 -> 1132 [label="> 7.2001", color="#000000", fontcolor="#000000"]\n973 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n974 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n975 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n975 -> 1133 [label="<= 0.191", color="#000000", fontcolor="#000000"]\n975 -> 1134 [label="> 0.191", color="#000000", fontcolor="#000000"]\n976 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n976 -> 1135 [label="<= 0.993801", color="#000000", fontcolor="#000000"]\n976 -> 1136 [label="> 0.993801", color="#000000", fontcolor="#000000"]\n977 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n978 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n979 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n980 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n981 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n982 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n982 -> 1137 [label="<= 2.1648", color="#000000", fontcolor="#000000"]\n982 -> 1138 [label="> 2.1648", color="#000000", fontcolor="#000000"]\n983 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n984 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n985 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n985 -> 1139 [label="<= 0.00166", color="#000000", fontcolor="#000000"]\n985 -> 1140 [label="> 0.00166", color="#000000", fontcolor="#000000"]\n986 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n987 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n988 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n989 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n990 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n991 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n992 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n993 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n994 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n995 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n995 -> 1141 [label="<= 0.28054", color="#000000", fontcolor="#000000"]\n995 -> 1142 [label="> 0.28054", color="#000000", fontcolor="#000000"]\n996 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n997 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n997 -> 1143 [label="<= 7.7083", color="#000000", fontcolor="#000000"]\n997 -> 1144 [label="> 7.7083", color="#000000", fontcolor="#000000"]\n998 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n999 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1000 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1000 -> 1145 [label="<= 0.1505", color="#000000", fontcolor="#000000"]\n1000 -> 1146 [label="> 0.1505", color="#000000", fontcolor="#000000"]\n1001 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1002 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1003 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1004 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1005 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1006 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1007 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1008 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1009 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1009 -> 1147 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n1009 -> 1148 [label="> 0.311", color="#000000", fontcolor="#000000"]\n1010 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1011 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1012 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1013 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1013 -> 1149 [label="<= 0.2615", color="#000000", fontcolor="#000000"]\n1013 -> 1150 [label="> 0.2615", color="#000000", fontcolor="#000000"]\n1014 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1014 -> 1151 [label="<= 0.4814", color="#000000", fontcolor="#000000"]\n1014 -> 1152 [label="> 0.4814", color="#000000", fontcolor="#000000"]\n1015 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1015 -> 1153 [label="<= 0.05415", color="#000000", fontcolor="#000000"]\n1015 -> 1154 [label="> 0.05415", color="#000000", fontcolor="#000000"]\n1016 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1016 -> 1155 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1016 -> 1156 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1017 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1018 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1018 -> 1157 [label="<= 8.424", color="#000000", fontcolor="#000000"]\n1018 -> 1158 [label="> 8.424", color="#000000", fontcolor="#000000"]\n1019 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1019 -> 1159 [label="<= 5.8086", color="#000000", fontcolor="#000000"]\n1019 -> 1160 [label="> 5.8086", color="#000000", fontcolor="#000000"]\n1020 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1021 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1022 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1022 -> 1161 [label="<= 0.047528", color="#000000", fontcolor="#000000"]\n1022 -> 1162 [label="> 0.047528", color="#000000", fontcolor="#000000"]\n1023 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1024 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1025 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1026 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1026 -> 1163 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1026 -> 1164 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1027 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1027 -> 1165 [label="<= 0.3905", color="#000000", fontcolor="#000000"]\n1027 -> 1166 [label="> 0.3905", color="#000000", fontcolor="#000000"]\n1028 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1028 -> 1167 [label="<= 0.3901", color="#000000", fontcolor="#000000"]\n1028 -> 1168 [label="> 0.3901", color="#000000", fontcolor="#000000"]\n1029 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1029 -> 1169 [label="<= 0.01803", color="#000000", fontcolor="#000000"]\n1029 -> 1170 [label="> 0.01803", color="#000000", fontcolor="#000000"]\n1030 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1031 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1031 -> 1171 [label="<= 0.994268", color="#000000", fontcolor="#000000"]\n1031 -> 1172 [label="> 0.994268", color="#000000", fontcolor="#000000"]\n1032 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1033 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1034 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1035 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1035 -> 1173 [label="<= 0.2905", color="#000000", fontcolor="#000000"]\n1035 -> 1174 [label="> 0.2905", color="#000000", fontcolor="#000000"]\n1036 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1037 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1037 -> 1175 [label="<= 0.997173", color="#000000", fontcolor="#000000"]\n1037 -> 1176 [label="> 0.997173", color="#000000", fontcolor="#000000"]\n1038 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1039 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1040 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1041 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1042 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1042 -> 1177 [label="<= 7.1033", color="#000000", fontcolor="#000000"]\n1042 -> 1178 [label="> 7.1033", color="#000000", fontcolor="#000000"]\n1043 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1043 -> 1179 [label="<= 0.38014", color="#000000", fontcolor="#000000"]\n1043 -> 1180 [label="> 0.38014", color="#000000", fontcolor="#000000"]\n1044 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1045 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1046 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1047 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1047 -> 1181 [label="<= 8.1076", color="#000000", fontcolor="#000000"]\n1047 -> 1182 [label="> 8.1076", color="#000000", fontcolor="#000000"]\n1048 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1049 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1050 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1051 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1051 -> 1183 [label="<= 0.996602", color="#000000", fontcolor="#000000"]\n1051 -> 1184 [label="> 0.996602", color="#000000", fontcolor="#000000"]\n1052 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1052 -> 1185 [label="<= 0.073414", color="#000000", fontcolor="#000000"]\n1052 -> 1186 [label="> 0.073414", color="#000000", fontcolor="#000000"]\n1053 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1053 -> 1187 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n1053 -> 1188 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n1054 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1055 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1055 -> 1189 [label="<= 9.003", color="#000000", fontcolor="#000000"]\n1055 -> 1190 [label="> 9.003", color="#000000", fontcolor="#000000"]\n1056 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1057 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1057 -> 1191 [label="<= 0.997328", color="#000000", fontcolor="#000000"]\n1057 -> 1192 [label="> 0.997328", color="#000000", fontcolor="#000000"]\n1058 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1059 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1059 -> 1193 [label="<= 0.5615", color="#000000", fontcolor="#000000"]\n1059 -> 1194 [label="> 0.5615", color="#000000", fontcolor="#000000"]\n1060 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1060 -> 1195 [label="<= 0.095086", color="#000000", fontcolor="#000000"]\n1060 -> 1196 [label="> 0.095086", color="#000000", fontcolor="#000000"]\n1061 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1061 -> 1197 [label="<= 0.47144", color="#000000", fontcolor="#000000"]\n1061 -> 1198 [label="> 0.47144", color="#000000", fontcolor="#000000"]\n1062 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1063 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1064 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1064 -> 1199 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n1064 -> 1200 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n1065 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1066 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1067 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1067 -> 1201 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n1067 -> 1202 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n1068 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1069 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1069 -> 1203 [label="<= 0.35026", color="#000000", fontcolor="#000000"]\n1069 -> 1204 [label="> 0.35026", color="#000000", fontcolor="#000000"]\n1070 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1071 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1072 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1073 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1074 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1075 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1076 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1077 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1078 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1078 -> 1205 [label="<= 0.6965", color="#000000", fontcolor="#000000"]\n1078 -> 1206 [label="> 0.6965", color="#000000", fontcolor="#000000"]\n1079 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1080 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1081 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1082 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1083 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1084 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1084 -> 1207 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1084 -> 1208 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1085 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1086 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1087 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1088 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1089 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1090 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1090 -> 1209 [label="<= 0.1805", color="#000000", fontcolor="#000000"]\n1090 -> 1210 [label="> 0.1805", color="#000000", fontcolor="#000000"]\n1091 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1092 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1092 -> 1211 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n1092 -> 1212 [label="> 6.704", color="#000000", fontcolor="#000000"]\n1093 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1094 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1094 -> 1213 [label="<= 0.3305", color="#000000", fontcolor="#000000"]\n1094 -> 1214 [label="> 0.3305", color="#000000", fontcolor="#000000"]\n1095 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1095 -> 1215 [label="<= 0.3005", color="#000000", fontcolor="#000000"]\n1095 -> 1216 [label="> 0.3005", color="#000000", fontcolor="#000000"]\n1096 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1096 -> 1217 [label="<= 7.4058", color="#000000", fontcolor="#000000"]\n1096 -> 1218 [label="> 7.4058", color="#000000", fontcolor="#000000"]\n1097 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1098 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1099 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1100 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1101 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1101 -> 1219 [label="<= 0.2315", color="#000000", fontcolor="#000000"]\n1101 -> 1220 [label="> 0.2315", color="#000000", fontcolor="#000000"]\n1102 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1102 -> 1221 [label="<= 1.3172", color="#000000", fontcolor="#000000"]\n1102 -> 1222 [label="> 1.3172", color="#000000", fontcolor="#000000"]\n1103 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1104 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1104 -> 1223 [label="<= 0.1715", color="#000000", fontcolor="#000000"]\n1104 -> 1224 [label="> 0.1715", color="#000000", fontcolor="#000000"]\n1105 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1106 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1107 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1108 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1109 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1110 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1110 -> 1225 [label="<= 0.371", color="#000000", fontcolor="#000000"]\n1110 -> 1226 [label="> 0.371", color="#000000", fontcolor="#000000"]\n1111 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1112 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1112 -> 1227 [label="<= 0.2105", color="#000000", fontcolor="#000000"]\n1112 -> 1228 [label="> 0.2105", color="#000000", fontcolor="#000000"]\n1113 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1114 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1115 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1116 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1116 -> 1229 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n1116 -> 1230 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n1117 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1118 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1119 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1120 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1121 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1122 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1122 -> 1231 [label="<= 6.9097", color="#000000", fontcolor="#000000"]\n1122 -> 1232 [label="> 6.9097", color="#000000", fontcolor="#000000"]\n1123 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1124 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1125 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1126 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1127 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1128 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1129 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1130 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1130 -> 1233 [label="<= 0.99183", color="#000000", fontcolor="#000000"]\n1130 -> 1234 [label="> 0.99183", color="#000000", fontcolor="#000000"]\n1131 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1131 -> 1235 [label="<= 0.35", color="#000000", fontcolor="#000000"]\n1131 -> 1236 [label="> 0.35", color="#000000", fontcolor="#000000"]\n1132 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1133 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1134 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1135 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1135 -> 1237 [label="<= 0.082444", color="#000000", fontcolor="#000000"]\n1135 -> 1238 [label="> 0.082444", color="#000000", fontcolor="#000000"]\n1136 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1137 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1138 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1138 -> 1239 [label="<= 0.5705", color="#000000", fontcolor="#000000"]\n1138 -> 1240 [label="> 0.5705", color="#000000", fontcolor="#000000"]\n1139 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1140 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1140 -> 1241 [label="<= 0.6515", color="#000000", fontcolor="#000000"]\n1140 -> 1242 [label="> 0.6515", color="#000000", fontcolor="#000000"]\n1141 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1142 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1143 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1144 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1144 -> 1243 [label="<= 0.4814", color="#000000", fontcolor="#000000"]\n1144 -> 1244 [label="> 0.4814", color="#000000", fontcolor="#000000"]\n1145 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1146 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1147 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1147 -> 1245 [label="<= 0.992504", color="#000000", fontcolor="#000000"]\n1147 -> 1246 [label="> 0.992504", color="#000000", fontcolor="#000000"]\n1148 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1149 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1149 -> 1247 [label="<= 0.32038", color="#000000", fontcolor="#000000"]\n1149 -> 1248 [label="> 0.32038", color="#000000", fontcolor="#000000"]\n1150 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1151 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1152 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1152 -> 1249 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n1152 -> 1250 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n1153 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1153 -> 1251 [label="<= 0.49136", color="#000000", fontcolor="#000000"]\n1153 -> 1252 [label="> 0.49136", color="#000000", fontcolor="#000000"]\n1154 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1155 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1156 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1157 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1157 -> 1253 [label="<= 0.31042", color="#000000", fontcolor="#000000"]\n1157 -> 1254 [label="> 0.31042", color="#000000", fontcolor="#000000"]\n1158 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1158 -> 1255 [label="<= 0.3215", color="#000000", fontcolor="#000000"]\n1158 -> 1256 [label="> 0.3215", color="#000000", fontcolor="#000000"]\n1159 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1159 -> 1257 [label="<= 0.266", color="#000000", fontcolor="#000000"]\n1159 -> 1258 [label="> 0.266", color="#000000", fontcolor="#000000"]\n1160 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1160 -> 1259 [label="<= 8.0108", color="#000000", fontcolor="#000000"]\n1160 -> 1260 [label="> 8.0108", color="#000000", fontcolor="#000000"]\n1161 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1161 -> 1261 [label="<= 7.0548", color="#000000", fontcolor="#000000"]\n1161 -> 1262 [label="> 7.0548", color="#000000", fontcolor="#000000"]\n1162 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1163 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1164 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1165 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1166 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1166 -> 1263 [label="<= 0.401", color="#000000", fontcolor="#000000"]\n1166 -> 1264 [label="> 0.401", color="#000000", fontcolor="#000000"]\n1167 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1167 -> 1265 [label="<= 0.994424", color="#000000", fontcolor="#000000"]\n1167 -> 1266 [label="> 0.994424", color="#000000", fontcolor="#000000"]\n1168 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1168 -> 1267 [label="<= 9.5112", color="#000000", fontcolor="#000000"]\n1168 -> 1268 [label="> 9.5112", color="#000000", fontcolor="#000000"]\n1169 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1170 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1170 -> 1269 [label="<= 7.8051", color="#000000", fontcolor="#000000"]\n1170 -> 1270 [label="> 7.8051", color="#000000", fontcolor="#000000"]\n1171 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1171 -> 1271 [label="<= 0.993957", color="#000000", fontcolor="#000000"]\n1171 -> 1272 [label="> 0.993957", color="#000000", fontcolor="#000000"]\n1172 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1172 -> 1273 [label="<= 0.994942", color="#000000", fontcolor="#000000"]\n1172 -> 1274 [label="> 0.994942", color="#000000", fontcolor="#000000"]\n1173 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1174 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1175 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1176 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1177 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1178 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1179 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1180 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1180 -> 1275 [label="<= 0.49136", color="#000000", fontcolor="#000000"]\n1180 -> 1276 [label="> 0.49136", color="#000000", fontcolor="#000000"]\n1181 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1181 -> 1277 [label="<= 0.3815", color="#000000", fontcolor="#000000"]\n1181 -> 1278 [label="> 0.3815", color="#000000", fontcolor="#000000"]\n1182 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1183 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1184 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1184 -> 1279 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n1184 -> 1280 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n1185 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1185 -> 1281 [label="<= 0.065588", color="#000000", fontcolor="#000000"]\n1185 -> 1282 [label="> 0.065588", color="#000000", fontcolor="#000000"]\n1186 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1186 -> 1283 [label="<= 0.311", color="#000000", fontcolor="#000000"]\n1186 -> 1284 [label="> 0.311", color="#000000", fontcolor="#000000"]\n1187 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1188 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1189 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1190 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1190 -> 1285 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1190 -> 1286 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1191 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1192 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1193 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1194 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1195 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1196 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1196 -> 1287 [label="<= 0.3815", color="#000000", fontcolor="#000000"]\n1196 -> 1288 [label="> 0.3815", color="#000000", fontcolor="#000000"]\n1197 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1198 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1198 -> 1289 [label="<= 0.401", color="#000000", fontcolor="#000000"]\n1198 -> 1290 [label="> 0.401", color="#000000", fontcolor="#000000"]\n1199 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1200 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1201 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1202 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1203 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1204 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1204 -> 1291 [label="<= 11.6045", color="#000000", fontcolor="#000000"]\n1204 -> 1292 [label="> 11.6045", color="#000000", fontcolor="#000000"]\n1205 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1206 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1207 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1207 -> 1293 [label="<= 0.043314", color="#000000", fontcolor="#000000"]\n1207 -> 1294 [label="> 0.043314", color="#000000", fontcolor="#000000"]\n1208 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1208 -> 1295 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n1208 -> 1296 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n1209 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1210 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1210 -> 1297 [label="<= 0.29", color="#000000", fontcolor="#000000"]\n1210 -> 1298 [label="> 0.29", color="#000000", fontcolor="#000000"]\n1211 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1212 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1212 -> 1299 [label="<= 0.990948", color="#000000", fontcolor="#000000"]\n1212 -> 1300 [label="> 0.990948", color="#000000", fontcolor="#000000"]\n1213 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1214 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1215 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1215 -> 1301 [label="<= 0.043314", color="#000000", fontcolor="#000000"]\n1215 -> 1302 [label="> 0.043314", color="#000000", fontcolor="#000000"]\n1216 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1217 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1217 -> 1303 [label="<= 7.2001", color="#000000", fontcolor="#000000"]\n1217 -> 1304 [label="> 7.2001", color="#000000", fontcolor="#000000"]\n1218 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1218 -> 1305 [label="<= 0.2105", color="#000000", fontcolor="#000000"]\n1218 -> 1306 [label="> 0.2105", color="#000000", fontcolor="#000000"]\n1219 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1219 -> 1307 [label="<= 0.992193", color="#000000", fontcolor="#000000"]\n1219 -> 1308 [label="> 0.992193", color="#000000", fontcolor="#000000"]\n1220 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1221 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1222 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1222 -> 1309 [label="<= 0.3403", color="#000000", fontcolor="#000000"]\n1222 -> 1310 [label="> 0.3403", color="#000000", fontcolor="#000000"]\n1223 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1223 -> 1311 [label="<= 0.1415", color="#000000", fontcolor="#000000"]\n1223 -> 1312 [label="> 0.1415", color="#000000", fontcolor="#000000"]\n1224 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1224 -> 1313 [label="<= 5.7118", color="#000000", fontcolor="#000000"]\n1224 -> 1314 [label="> 5.7118", color="#000000", fontcolor="#000000"]\n1225 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1226 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1227 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1228 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1229 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1230 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1231 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1232 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1233 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1234 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1234 -> 1315 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n1234 -> 1316 [label="> 0.281", color="#000000", fontcolor="#000000"]\n1235 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1236 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1236 -> 1317 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n1236 -> 1318 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n1237 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1237 -> 1319 [label="<= 6.4015", color="#000000", fontcolor="#000000"]\n1237 -> 1320 [label="> 6.4015", color="#000000", fontcolor="#000000"]\n1238 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1239 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1240 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1241 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1242 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1243 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1244 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1245 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1245 -> 1321 [label="<= 6.704", color="#000000", fontcolor="#000000"]\n1245 -> 1322 [label="> 6.704", color="#000000", fontcolor="#000000"]\n1246 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1247 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1248 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1248 -> 1323 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n1248 -> 1324 [label="> 0.221", color="#000000", fontcolor="#000000"]\n1249 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1250 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1251 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1251 -> 1325 [label="<= 0.993646", color="#000000", fontcolor="#000000"]\n1251 -> 1326 [label="> 0.993646", color="#000000", fontcolor="#000000"]\n1252 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1252 -> 1327 [label="<= 0.993594", color="#000000", fontcolor="#000000"]\n1252 -> 1328 [label="> 0.993594", color="#000000", fontcolor="#000000"]\n1253 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1253 -> 1329 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n1253 -> 1330 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n1254 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1255 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1256 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1257 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1258 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1259 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1259 -> 1331 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n1259 -> 1332 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n1260 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1260 -> 1333 [label="<= 0.993438", color="#000000", fontcolor="#000000"]\n1260 -> 1334 [label="> 0.993438", color="#000000", fontcolor="#000000"]\n1261 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1262 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1262 -> 1335 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1262 -> 1336 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1263 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1264 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1265 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1265 -> 1337 [label="<= 0.020438", color="#000000", fontcolor="#000000"]\n1265 -> 1338 [label="> 0.020438", color="#000000", fontcolor="#000000"]\n1266 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1266 -> 1339 [label="<= 4.6424", color="#000000", fontcolor="#000000"]\n1266 -> 1340 [label="> 4.6424", color="#000000", fontcolor="#000000"]\n1267 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1267 -> 1341 [label="<= 7.2504", color="#000000", fontcolor="#000000"]\n1267 -> 1342 [label="> 7.2504", color="#000000", fontcolor="#000000"]\n1268 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1269 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1270 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1270 -> 1343 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1270 -> 1344 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1271 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1272 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1273 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1274 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1274 -> 1345 [label="<= 9.1119", color="#000000", fontcolor="#000000"]\n1274 -> 1346 [label="> 9.1119", color="#000000", fontcolor="#000000"]\n1275 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1276 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1277 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1278 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1279 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1280 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1281 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1281 -> 1347 [label="<= 8.2044", color="#000000", fontcolor="#000000"]\n1281 -> 1348 [label="> 8.2044", color="#000000", fontcolor="#000000"]\n1282 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1283 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1283 -> 1349 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n1283 -> 1350 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n1284 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1285 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1286 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1287 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1288 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1289 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1290 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1291 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1291 -> 1351 [label="<= 0.995669", color="#000000", fontcolor="#000000"]\n1291 -> 1352 [label="> 0.995669", color="#000000", fontcolor="#000000"]\n1292 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1293 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1294 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1294 -> 1353 [label="<= 0.161", color="#000000", fontcolor="#000000"]\n1294 -> 1354 [label="> 0.161", color="#000000", fontcolor="#000000"]\n1295 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1296 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1297 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1298 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1298 -> 1355 [label="<= 6.6072", color="#000000", fontcolor="#000000"]\n1298 -> 1356 [label="> 6.6072", color="#000000", fontcolor="#000000"]\n1299 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1300 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1300 -> 1357 [label="<= 0.2315", color="#000000", fontcolor="#000000"]\n1300 -> 1358 [label="> 0.2315", color="#000000", fontcolor="#000000"]\n1301 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1302 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1303 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1303 -> 1359 [label="<= 6.1111", color="#000000", fontcolor="#000000"]\n1303 -> 1360 [label="> 6.1111", color="#000000", fontcolor="#000000"]\n1304 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1305 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1306 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1307 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1308 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1308 -> 1361 [label="<= 0.031274", color="#000000", fontcolor="#000000"]\n1308 -> 1362 [label="> 0.031274", color="#000000", fontcolor="#000000"]\n1309 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1310 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1310 -> 1363 [label="<= 0.02706", color="#000000", fontcolor="#000000"]\n1310 -> 1364 [label="> 0.02706", color="#000000", fontcolor="#000000"]\n1311 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1312 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1313 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1314 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1314 -> 1365 [label="<= 1.5128", color="#000000", fontcolor="#000000"]\n1314 -> 1366 [label="> 1.5128", color="#000000", fontcolor="#000000"]\n1315 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1316 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1317 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1317 -> 1367 [label="<= 0.4205", color="#000000", fontcolor="#000000"]\n1317 -> 1368 [label="> 0.4205", color="#000000", fontcolor="#000000"]\n1318 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1319 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1320 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1320 -> 1369 [label="<= 1.8388", color="#000000", fontcolor="#000000"]\n1320 -> 1370 [label="> 1.8388", color="#000000", fontcolor="#000000"]\n1321 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1322 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1323 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1324 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1324 -> 1371 [label="<= 6.1111", color="#000000", fontcolor="#000000"]\n1324 -> 1372 [label="> 6.1111", color="#000000", fontcolor="#000000"]\n1325 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1326 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1326 -> 1373 [label="<= 2.23", color="#000000", fontcolor="#000000"]\n1326 -> 1374 [label="> 2.23", color="#000000", fontcolor="#000000"]\n1327 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1328 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1329 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1330 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1331 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1331 -> 1375 [label="<= 6.8008", color="#000000", fontcolor="#000000"]\n1331 -> 1376 [label="> 6.8008", color="#000000", fontcolor="#000000"]\n1332 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1332 -> 1377 [label="<= 6.7288", color="#000000", fontcolor="#000000"]\n1332 -> 1378 [label="> 6.7288", color="#000000", fontcolor="#000000"]\n1333 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1334 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1335 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1336 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1337 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1338 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1338 -> 1379 [label="<= 0.03609", color="#000000", fontcolor="#000000"]\n1338 -> 1380 [label="> 0.03609", color="#000000", fontcolor="#000000"]\n1339 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1340 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1340 -> 1381 [label="<= 0.33034", color="#000000", fontcolor="#000000"]\n1340 -> 1382 [label="> 0.33034", color="#000000", fontcolor="#000000"]\n1341 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1341 -> 1383 [label="<= 0.995202", color="#000000", fontcolor="#000000"]\n1341 -> 1384 [label="> 0.995202", color="#000000", fontcolor="#000000"]\n1342 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1343 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1344 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1345 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1346 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1347 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1348 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1348 -> 1385 [label="<= 0.341", color="#000000", fontcolor="#000000"]\n1348 -> 1386 [label="> 0.341", color="#000000", fontcolor="#000000"]\n1349 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1350 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1351 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1351 -> 1387 [label="<= 0.29", color="#000000", fontcolor="#000000"]\n1351 -> 1388 [label="> 0.29", color="#000000", fontcolor="#000000"]\n1352 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1353 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1354 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1355 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1356 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1357 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1358 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1359 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1359 -> 1389 [label="<= 0.2105", color="#000000", fontcolor="#000000"]\n1359 -> 1390 [label="> 0.2105", color="#000000", fontcolor="#000000"]\n1360 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1360 -> 1391 [label="<= 0.031274", color="#000000", fontcolor="#000000"]\n1360 -> 1392 [label="> 0.031274", color="#000000", fontcolor="#000000"]\n1361 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1362 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1363 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1364 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1364 -> 1393 [label="<= 0.191", color="#000000", fontcolor="#000000"]\n1364 -> 1394 [label="> 0.191", color="#000000", fontcolor="#000000"]\n1365 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1366 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1366 -> 1395 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n1366 -> 1396 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n1367 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1368 [label="\\"residual_sugar\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1368 -> 1397 [label="<= 3.4036", color="#000000", fontcolor="#000000"]\n1368 -> 1398 [label="> 3.4036", color="#000000", fontcolor="#000000"]\n1369 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1370 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1370 -> 1399 [label="<= 0.4505", color="#000000", fontcolor="#000000"]\n1370 -> 1400 [label="> 0.4505", color="#000000", fontcolor="#000000"]\n1371 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1372 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1373 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1374 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1375 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1375 -> 1401 [label="<= 0.993127", color="#000000", fontcolor="#000000"]\n1375 -> 1402 [label="> 0.993127", color="#000000", fontcolor="#000000"]\n1376 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1377 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1378 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1378 -> 1403 [label="<= 0.47144", color="#000000", fontcolor="#000000"]\n1378 -> 1404 [label="> 0.47144", color="#000000", fontcolor="#000000"]\n1379 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1380 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1380 -> 1405 [label="<= 0.044518", color="#000000", fontcolor="#000000"]\n1380 -> 1406 [label="> 0.044518", color="#000000", fontcolor="#000000"]\n1381 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1381 -> 1407 [label="<= 0.2705", color="#000000", fontcolor="#000000"]\n1381 -> 1408 [label="> 0.2705", color="#000000", fontcolor="#000000"]\n1382 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1383 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1384 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1384 -> 1409 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n1384 -> 1410 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n1385 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1386 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1386 -> 1411 [label="<= 0.371", color="#000000", fontcolor="#000000"]\n1386 -> 1412 [label="> 0.371", color="#000000", fontcolor="#000000"]\n1387 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1388 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1389 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1390 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1390 -> 1413 [label="<= 0.035488", color="#000000", fontcolor="#000000"]\n1390 -> 1414 [label="> 0.035488", color="#000000", fontcolor="#000000"]\n1391 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1392 [label="\\"citric_acid\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1392 -> 1415 [label="<= 0.30046", color="#000000", fontcolor="#000000"]\n1392 -> 1416 [label="> 0.30046", color="#000000", fontcolor="#000000"]\n1393 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1394 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1394 -> 1417 [label="<= 0.2015", color="#000000", fontcolor="#000000"]\n1394 -> 1418 [label="> 0.2015", color="#000000", fontcolor="#000000"]\n1395 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1396 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1396 -> 1419 [label="<= 6.2079", color="#000000", fontcolor="#000000"]\n1396 -> 1420 [label="> 6.2079", color="#000000", fontcolor="#000000"]\n1397 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1398 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1398 -> 1421 [label="<= 0.461", color="#000000", fontcolor="#000000"]\n1398 -> 1422 [label="> 0.461", color="#000000", fontcolor="#000000"]\n1399 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1400 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1401 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1402 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1403 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1404 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1404 -> 1423 [label="<= 0.221", color="#000000", fontcolor="#000000"]\n1404 -> 1424 [label="> 0.221", color="#000000", fontcolor="#000000"]\n1405 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1405 -> 1425 [label="<= 7.4058", color="#000000", fontcolor="#000000"]\n1405 -> 1426 [label="> 7.4058", color="#000000", fontcolor="#000000"]\n1406 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1406 -> 1427 [label="<= 0.993957", color="#000000", fontcolor="#000000"]\n1406 -> 1428 [label="> 0.993957", color="#000000", fontcolor="#000000"]\n1407 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1408 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1409 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1410 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1411 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1412 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1413 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1414 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1414 -> 1429 [label="<= 0.989496", color="#000000", fontcolor="#000000"]\n1414 -> 1430 [label="> 0.989496", color="#000000", fontcolor="#000000"]\n1415 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1416 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1416 -> 1431 [label="<= 6.8008", color="#000000", fontcolor="#000000"]\n1416 -> 1432 [label="> 6.8008", color="#000000", fontcolor="#000000"]\n1417 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1418 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1419 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1420 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1421 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1422 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1423 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1424 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1425 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1426 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1427 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1428 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1429 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1430 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1431 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1431 -> 1433 [label="<= 0.3005", color="#000000", fontcolor="#000000"]\n1431 -> 1434 [label="> 0.3005", color="#000000", fontcolor="#000000"]\n1432 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1432 -> 1435 [label="<= 0.281", color="#000000", fontcolor="#000000"]\n1432 -> 1436 [label="> 0.281", color="#000000", fontcolor="#000000"]\n1433 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1433 -> 1437 [label="<= 0.1805", color="#000000", fontcolor="#000000"]\n1433 -> 1438 [label="> 0.1805", color="#000000", fontcolor="#000000"]\n1434 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1435 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1436 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1436 -> 1439 [label="<= 0.29", color="#000000", fontcolor="#000000"]\n1436 -> 1440 [label="> 0.29", color="#000000", fontcolor="#000000"]\n1437 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1438 [label="\\"density\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1438 -> 1441 [label="<= 0.991104", color="#000000", fontcolor="#000000"]\n1438 -> 1442 [label="> 0.991104", color="#000000", fontcolor="#000000"]\n1439 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1440 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1441 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1441 -> 1443 [label="<= 0.2315", color="#000000", fontcolor="#000000"]\n1441 -> 1444 [label="> 0.2315", color="#000000", fontcolor="#000000"]\n1442 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1443 [label="\\"chlorides\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1443 -> 1445 [label="<= 0.038498", color="#000000", fontcolor="#000000"]\n1443 -> 1446 [label="> 0.038498", color="#000000", fontcolor="#000000"]\n1444 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1444 -> 1447 [label="<= 6.6072", color="#000000", fontcolor="#000000"]\n1444 -> 1448 [label="> 6.6072", color="#000000", fontcolor="#000000"]\n1445 [label="\\"fixed_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1445 -> 1449 [label="<= 6.3047", color="#000000", fontcolor="#000000"]\n1445 -> 1450 [label="> 6.3047", color="#000000", fontcolor="#000000"]\n1446 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1447 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1448 [label="\\"volatile_acidity\\"", shape="box", style="filled", fillcolor="#FFFFFFDD", fontcolor="#000000", color="#000000"]\n1448 -> 1451 [label="<= 0.2405", color="#000000", fontcolor="#000000"]\n1448 -> 1452 [label="> 0.2405", color="#000000", fontcolor="#000000"]\n1449 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1450 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1451 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#efc5b5" color="#000000"><FONT color="#000000"><b>prediction: 1 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 0.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 1.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n1452 [label=<<table border="0" cellspacing="0"> <tr><td port="port1" border="1" bgcolor="#87cefa" color="#000000"><FONT color="#000000"><b>prediction: 0 </b></FONT></td></tr><tr><td port="port0" border="1" align="left" color="#000000"><FONT color="#000000">prob(0): 1.0</FONT></td></tr><tr><td port="port1" border="1" align="left" color="#000000"><FONT color="#000000">prob(1): 0.0</FONT></td></tr></table>>, fillcolor="#FFFFFFDD", fontcolor="#000000", shape="none", color="#000000"]\n}'
This string can then be copied into a DOT file which can beparsed by graphviz.
Contour plot is another useful plot that can be produced for models with two predictors.
model.contour()
Important
Machine learning models with two predictors can usually benefit from their own contour plot. This visual representation aids in exploring predictions and gaining a deeper understanding of how these models perform in different scenarios. Please refer to Contour Plot for more examples.
Model Register¶
In order to register the model for tracking and versioning:
model.register("model_v1")
Please refer to /notebooks/ml/model_tracking_versioning/index.ipynb for more details on model tracking and versioning.
Model Exporting¶
To Memmodel
model.to_memmodel()
Note
MemModelobjects serve as in-memory representations of machine learning models. They can be used for both in-database and in-memory prediction tasks. These objects can be pickled in the same way that you would pickle ascikit-learnmodel.The following methods for exporting the model use
MemModel, and it is recommended to useMemModeldirectly.To SQL
You can get the SQL code by:
model.to_sql() Out[6]: '(CASE WHEN "density" < 0.992401 THEN (CASE WHEN "residual_sugar" < 2.0996 THEN (CASE WHEN "density" < 0.991208 THEN (CASE WHEN "residual_sugar" < 1.3824 THEN (CASE WHEN "density" < 0.988355 THEN (CASE WHEN "volatile_acidity" < 0.3305 THEN 1 ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.131 THEN (CASE WHEN "volatile_acidity" < 0.1205 THEN (CASE WHEN "citric_acid" < 0.38014 THEN 0 ELSE 1 END) ELSE 1 END) ELSE (CASE WHEN "density" < 0.9896 THEN (CASE WHEN "volatile_acidity" < 0.191 THEN (CASE WHEN "density" < 0.989392 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 6.6072 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "fixed_acidity" < 5.9054 THEN (CASE WHEN "chlorides" < 0.035488 THEN (CASE WHEN "citric_acid" < 0.36022 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.641 THEN (CASE WHEN "fixed_acidity" < 7.2001 THEN 0 ELSE 1 END) ELSE 1 END) END) END) ELSE (CASE WHEN "citric_acid" < 0.4316 THEN (CASE WHEN "density" < 0.990585 THEN (CASE WHEN "chlorides" < 0.020438 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.3403 THEN (CASE WHEN "density" < 0.99043 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.0022 THEN (CASE WHEN "fixed_acidity" < 5.4093 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.989911 THEN (CASE WHEN "volatile_acidity" < 0.2405 THEN 1 ELSE 0 END) ELSE 0 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 6.1111 THEN (CASE WHEN "chlorides" < 0.037294 THEN (CASE WHEN "volatile_acidity" < 0.341 THEN (CASE WHEN "volatile_acidity" < 0.161 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.221 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.236 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.3605 THEN (CASE WHEN "volatile_acidity" < 0.1505 THEN (CASE WHEN "fixed_acidity" < 6.4015 THEN 0 ELSE 1 END) ELSE (CASE WHEN "density" < 0.990845 THEN 0 ELSE (CASE WHEN "density" < 0.990897 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN (CASE WHEN "chlorides" < 0.043314 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.161 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "citric_acid" < 0.3403 THEN 1 ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.371 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "density" < 0.990741 THEN (CASE WHEN "volatile_acidity" < 0.2105 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2705 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.1265 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3905 THEN (CASE WHEN "chlorides" < 0.050538 THEN (CASE WHEN "citric_acid" < 0.21082 THEN (CASE WHEN "chlorides" < 0.029468 THEN (CASE WHEN "volatile_acidity" < 0.371 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "fixed_acidity" < 5.2036 THEN (CASE WHEN "residual_sugar" < 1.4476 THEN 0 ELSE (CASE WHEN "residual_sugar" < 1.8388 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.1715 THEN (CASE WHEN "fixed_acidity" < 6.6072 THEN (CASE WHEN "citric_acid" < 0.31042 THEN (CASE WHEN "density" < 0.990948 THEN 0 ELSE 1 END) ELSE (CASE WHEN "citric_acid" < 0.40006 THEN 1 ELSE 0 END) END) ELSE 0 END) ELSE (CASE WHEN "chlorides" < 0.025254 THEN (CASE WHEN "citric_acid" < 0.2905 THEN (CASE WHEN "density" < 0.989963 THEN (CASE WHEN "fixed_acidity" < 6.9097 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "chlorides" < 0.020438 THEN (CASE WHEN "volatile_acidity" < 0.2615 THEN 1 ELSE 0 END) ELSE 0 END) END) ELSE (CASE WHEN "residual_sugar" < 1.4476 THEN (CASE WHEN "density" < 0.990015 THEN (CASE WHEN "fixed_acidity" < 5.9054 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.1805 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.29 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.6072 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 6.6072 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 6.704 THEN 0 ELSE (CASE WHEN "density" < 0.990948 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2315 THEN 1 ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "chlorides" < 0.028264 THEN (CASE WHEN "citric_acid" < 0.3403 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3305 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.2905 THEN (CASE WHEN "volatile_acidity" < 0.3005 THEN (CASE WHEN "chlorides" < 0.043314 THEN 0 ELSE 1 END) ELSE 1 END) ELSE (CASE WHEN "fixed_acidity" < 7.4058 THEN (CASE WHEN "fixed_acidity" < 7.2001 THEN (CASE WHEN "fixed_acidity" < 6.1111 THEN (CASE WHEN "volatile_acidity" < 0.2105 THEN 0 ELSE (CASE WHEN "chlorides" < 0.035488 THEN 1 ELSE (CASE WHEN "density" < 0.989496 THEN 0 ELSE 1 END) END) END) ELSE (CASE WHEN "chlorides" < 0.031274 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.30046 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.8008 THEN (CASE WHEN "volatile_acidity" < 0.3005 THEN (CASE WHEN "volatile_acidity" < 0.1805 THEN 1 ELSE (CASE WHEN "density" < 0.991104 THEN (CASE WHEN "volatile_acidity" < 0.2315 THEN (CASE WHEN "chlorides" < 0.038498 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "fixed_acidity" < 6.6072 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 1 ELSE 0 END) END) END) ELSE 0 END) END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.29 THEN 0 ELSE 1 END) END) END) END) END) END) ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.2105 THEN 1 ELSE 0 END) END) END) END) END) END) END) END) END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.5015 THEN (CASE WHEN "fixed_acidity" < 4.9011 THEN (CASE WHEN "volatile_acidity" < 0.4565 THEN 1 ELSE 0 END) ELSE 1 END) ELSE 0 END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.1055 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.6905 THEN (CASE WHEN "citric_acid" < 0.22078 THEN (CASE WHEN "density" < 0.991571 THEN (CASE WHEN "volatile_acidity" < 0.41 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "residual_sugar" < 1.904 THEN (CASE WHEN "residual_sugar" < 1.0564 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.251 THEN (CASE WHEN "citric_acid" < 0.38014 THEN (CASE WHEN "citric_acid" < 0.28054 THEN (CASE WHEN "residual_sugar" < 1.1216 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 6.5104 THEN (CASE WHEN "fixed_acidity" < 6.2079 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "citric_acid" < 0.2905 THEN (CASE WHEN "residual_sugar" < 1.6432 THEN (CASE WHEN "fixed_acidity" < 7.309 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "chlorides" < 0.038498 THEN (CASE WHEN "residual_sugar" < 1.252 THEN (CASE WHEN "volatile_acidity" < 0.2315 THEN (CASE WHEN "density" < 0.992193 THEN 0 ELSE (CASE WHEN "chlorides" < 0.031274 THEN 0 ELSE 1 END) END) ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 1.3172 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.3403 THEN 0 ELSE (CASE WHEN "chlorides" < 0.02706 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.191 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) END) END) END) END) END) ELSE (CASE WHEN "density" < 0.991571 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.1715 THEN (CASE WHEN "volatile_acidity" < 0.1415 THEN 0 ELSE 1 END) ELSE (CASE WHEN "fixed_acidity" < 5.7118 THEN 1 ELSE (CASE WHEN "residual_sugar" < 1.5128 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.2079 THEN 0 ELSE 1 END) END) END) END) END) END) END) END) END) ELSE (CASE WHEN "density" < 0.992297 THEN (CASE WHEN "fixed_acidity" < 6.704 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "fixed_acidity" < 7.2001 THEN 0 ELSE 1 END) END) END) ELSE (CASE WHEN "citric_acid" < 0.56108 THEN (CASE WHEN "residual_sugar" < 1.4476 THEN (CASE WHEN "fixed_acidity" < 7.4058 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 7.5026 THEN (CASE WHEN "volatile_acidity" < 0.3005 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "citric_acid" < 0.30046 THEN (CASE WHEN "citric_acid" < 0.27058 THEN (CASE WHEN "density" < 0.991311 THEN 1 ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "citric_acid" < 0.52124 THEN (CASE WHEN "volatile_acidity" < 0.3305 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.371 THEN 1 ELSE 0 END) END) ELSE 1 END) END) END) ELSE 1 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 6.8008 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN (CASE WHEN "volatile_acidity" < 0.1715 THEN 1 ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "fixed_acidity" < 7.9019 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) END) END) END) END) ELSE 1 END) END) END) ELSE (CASE WHEN "chlorides" < 0.0391 THEN (CASE WHEN "residual_sugar" < 3.9252 THEN (CASE WHEN "chlorides" < 0.038498 THEN (CASE WHEN "density" < 0.988977 THEN (CASE WHEN "chlorides" < 0.02405 THEN 0 ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.2615 THEN (CASE WHEN "fixed_acidity" < 6.4015 THEN (CASE WHEN "fixed_acidity" < 5.2036 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.33034 THEN (CASE WHEN "volatile_acidity" < 0.2405 THEN (CASE WHEN "chlorides" < 0.023448 THEN 0 ELSE (CASE WHEN "density" < 0.991571 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "chlorides" < 0.026458 THEN 1 ELSE 0 END) END) ELSE 0 END) END) ELSE (CASE WHEN "fixed_acidity" < 7.309 THEN (CASE WHEN "residual_sugar" < 2.8168 THEN (CASE WHEN "fixed_acidity" < 6.704 THEN (CASE WHEN "chlorides" < 0.028264 THEN 1 ELSE (CASE WHEN "residual_sugar" < 2.6212 THEN (CASE WHEN "volatile_acidity" < 0.1715 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2105 THEN 1 ELSE 0 END) END) ELSE 1 END) END) ELSE (CASE WHEN "chlorides" < 0.02104 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN 1 ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.31042 THEN (CASE WHEN "chlorides" < 0.03007 THEN 1 ELSE 0 END) ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.251 THEN (CASE WHEN "density" < 0.992038 THEN 0 ELSE 1 END) ELSE 1 END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.2705 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 5.9054 THEN (CASE WHEN "density" < 0.989548 THEN (CASE WHEN "chlorides" < 0.026458 THEN 1 ELSE 0 END) ELSE (CASE WHEN "fixed_acidity" < 5.3004 THEN (CASE WHEN "volatile_acidity" < 0.401 THEN 1 ELSE 0 END) ELSE (CASE WHEN "density" < 0.991104 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.35 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 6.5104 THEN (CASE WHEN "citric_acid" < 0.18094 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.31042 THEN (CASE WHEN "density" < 0.989392 THEN (CASE WHEN "volatile_acidity" < 0.341 THEN 0 ELSE 1 END) ELSE 1 END) ELSE (CASE WHEN "chlorides" < 0.031274 THEN (CASE WHEN "citric_acid" < 0.3901 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3215 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.33034 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "density" < 0.991208 THEN (CASE WHEN "chlorides" < 0.01201 THEN 1 ELSE (CASE WHEN "residual_sugar" < 2.9472 THEN (CASE WHEN "residual_sugar" < 2.1648 THEN 1 ELSE 0 END) ELSE (CASE WHEN "density" < 0.990274 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.9097 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 8.0108 THEN 1 ELSE 0 END) END) END) END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.1205 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.991208 THEN (CASE WHEN "volatile_acidity" < 0.581 THEN (CASE WHEN "chlorides" < 0.029468 THEN (CASE WHEN "fixed_acidity" < 7.5026 THEN (CASE WHEN "citric_acid" < 0.33034 THEN (CASE WHEN "density" < 0.988925 THEN 0 ELSE (CASE WHEN "chlorides" < 0.01502 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "chlorides" < 0.025254 THEN (CASE WHEN "volatile_acidity" < 0.191 THEN 0 ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.221 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.431 THEN 0 ELSE 1 END) END) END) END) ELSE 0 END) ELSE (CASE WHEN "citric_acid" < 0.581 THEN (CASE WHEN "citric_acid" < 0.25066 THEN (CASE WHEN "volatile_acidity" < 0.401 THEN (CASE WHEN "fixed_acidity" < 6.4015 THEN (CASE WHEN "residual_sugar" < 4.7076 THEN 0 ELSE 1 END) ELSE 1 END) ELSE 1 END) ELSE (CASE WHEN "density" < 0.99043 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 5.2036 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2615 THEN (CASE WHEN "chlorides" < 0.031274 THEN (CASE WHEN "volatile_acidity" < 0.2015 THEN 1 ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "chlorides" < 0.034284 THEN 1 ELSE (CASE WHEN "density" < 0.990948 THEN 1 ELSE 0 END) END) END) END) END) END) ELSE 0 END) END) ELSE 0 END) ELSE (CASE WHEN "citric_acid" < 0.30046 THEN (CASE WHEN "fixed_acidity" < 6.6072 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN (CASE WHEN "volatile_acidity" < 0.3605 THEN (CASE WHEN "chlorides" < 0.022244 THEN 1 ELSE (CASE WHEN "residual_sugar" < 3.9904 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.28054 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.1805 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "density" < 0.991519 THEN 0 ELSE (CASE WHEN "density" < 0.99183 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.2407 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "residual_sugar" < 4.6424 THEN (CASE WHEN "volatile_acidity" < 0.3215 THEN 1 ELSE 0 END) ELSE 0 END) END) ELSE (CASE WHEN "fixed_acidity" < 7.9019 THEN (CASE WHEN "chlorides" < 0.035488 THEN (CASE WHEN "density" < 0.991467 THEN (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE 0 END) ELSE (CASE WHEN "citric_acid" < 0.23074 THEN 0 ELSE (CASE WHEN "chlorides" < 0.031274 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3305 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 7.0065 THEN (CASE WHEN "volatile_acidity" < 0.4505 THEN 0 ELSE 1 END) ELSE 1 END) END) ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.2705 THEN (CASE WHEN "fixed_acidity" < 6.9097 THEN (CASE WHEN "fixed_acidity" < 5.6029 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.4015 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2105 THEN (CASE WHEN "chlorides" < 0.03308 THEN 1 ELSE 0 END) ELSE (CASE WHEN "residual_sugar" < 6.3376 THEN 0 ELSE 1 END) END) END) END) ELSE 0 END) ELSE (CASE WHEN "density" < 0.991571 THEN (CASE WHEN "chlorides" < 0.02706 THEN (CASE WHEN "fixed_acidity" < 6.5104 THEN (CASE WHEN "citric_acid" < 0.45152 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "density" < 0.991467 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "residual_sugar" < 4.7076 THEN (CASE WHEN "citric_acid" < 0.36022 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN 1 ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.3005 THEN (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE 0 END) ELSE 1 END) END) END) END) END) END) END) ELSE (CASE WHEN "density" < 0.989652 THEN (CASE WHEN "chlorides" < 0.04512 THEN (CASE WHEN "residual_sugar" < 2.1648 THEN 0 ELSE (CASE WHEN "residual_sugar" < 4.2512 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "citric_acid" < 0.2905 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.2705 THEN (CASE WHEN "volatile_acidity" < 0.1265 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.251 THEN (CASE WHEN "volatile_acidity" < 0.2015 THEN (CASE WHEN "fixed_acidity" < 5.2036 THEN 1 ELSE (CASE WHEN "chlorides" < 0.041508 THEN (CASE WHEN "fixed_acidity" < 6.5104 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.1805 THEN 0 ELSE 1 END) END) ELSE 0 END) END) ELSE (CASE WHEN "fixed_acidity" < 7.0065 THEN (CASE WHEN "fixed_acidity" < 6.2079 THEN (CASE WHEN "citric_acid" < 0.2905 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.221 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "density" < 0.991 THEN (CASE WHEN "density" < 0.990689 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 0 ELSE 1 END) END) ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "density" < 0.991104 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN 0 ELSE 1 END) ELSE 0 END) END) END) ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.990222 THEN (CASE WHEN "volatile_acidity" < 0.4415 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.476 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.992038 THEN (CASE WHEN "density" < 0.990378 THEN 1 ELSE (CASE WHEN "density" < 0.990637 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 7.7083 THEN (CASE WHEN "fixed_acidity" < 7.5026 THEN (CASE WHEN "citric_acid" < 0.3901 THEN (CASE WHEN "volatile_acidity" < 0.311 THEN (CASE WHEN "density" < 0.991156 THEN 1 ELSE (CASE WHEN "density" < 0.99183 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 7.2001 THEN (CASE WHEN "volatile_acidity" < 0.35 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.30046 THEN (CASE WHEN "volatile_acidity" < 0.4205 THEN 1 ELSE (CASE WHEN "residual_sugar" < 3.4036 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.461 THEN 0 ELSE 1 END) END) END) ELSE 0 END) END) ELSE 0 END) END) ELSE 0 END) ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "residual_sugar" < 2.8168 THEN (CASE WHEN "volatile_acidity" < 0.3365 THEN (CASE WHEN "residual_sugar" < 2.7516 THEN 0 ELSE 1 END) ELSE 1 END) ELSE 0 END) END) END) END) END) END) END) ELSE (CASE WHEN "citric_acid" < 0.26062 THEN (CASE WHEN "chlorides" < 0.035488 THEN (CASE WHEN "citric_acid" < 0.22078 THEN (CASE WHEN "chlorides" < 0.034284 THEN 0 ELSE (CASE WHEN "residual_sugar" < 5.164 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "citric_acid" < 0.2407 THEN (CASE WHEN "residual_sugar" < 10.3148 THEN (CASE WHEN "volatile_acidity" < 0.3215 THEN (CASE WHEN "residual_sugar" < 8.4892 THEN (CASE WHEN "residual_sugar" < 1.252 THEN 0 ELSE 1 END) ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.3305 THEN (CASE WHEN "volatile_acidity" < 0.2615 THEN 1 ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "residual_sugar" < 5.6204 THEN (CASE WHEN "residual_sugar" < 4.512 THEN (CASE WHEN "fixed_acidity" < 7.9019 THEN 0 ELSE 1 END) ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.101 THEN 1 ELSE (CASE WHEN "density" < 0.995254 THEN (CASE WHEN "residual_sugar" < 11.5536 THEN (CASE WHEN "fixed_acidity" < 6.9097 THEN (CASE WHEN "citric_acid" < 0.1411 THEN (CASE WHEN "residual_sugar" < 2.7516 THEN (CASE WHEN "citric_acid" < 0.13114 THEN (CASE WHEN "fixed_acidity" < 5.3004 THEN (CASE WHEN "fixed_acidity" < 5.01 THEN 0 ELSE (CASE WHEN "residual_sugar" < 1.7084 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.99515 THEN (CASE WHEN "volatile_acidity" < 0.311 THEN (CASE WHEN "volatile_acidity" < 0.191 THEN 0 ELSE 1 END) ELSE (CASE WHEN "density" < 0.993801 THEN (CASE WHEN "chlorides" < 0.082444 THEN (CASE WHEN "fixed_acidity" < 6.4015 THEN 0 ELSE (CASE WHEN "residual_sugar" < 1.8388 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.4505 THEN 0 ELSE 1 END) END) END) ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "residual_sugar" < 2.23 THEN 0 ELSE 1 END) END) END) ELSE (CASE WHEN "residual_sugar" < 1.904 THEN 0 ELSE 1 END) END) ELSE 0 END) ELSE (CASE WHEN "chlorides" < 0.040304 THEN (CASE WHEN "citric_acid" < 0.16102 THEN (CASE WHEN "volatile_acidity" < 0.341 THEN 1 ELSE 0 END) ELSE (CASE WHEN "density" < 0.993075 THEN (CASE WHEN "density" < 0.992971 THEN (CASE WHEN "chlorides" < 0.0391 THEN 0 ELSE 1 END) ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.995046 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.3215 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.341 THEN 1 ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.251 THEN (CASE WHEN "chlorides" < 0.049334 THEN (CASE WHEN "density" < 0.993853 THEN (CASE WHEN "residual_sugar" < 1.6432 THEN (CASE WHEN "residual_sugar" < 1.3172 THEN 0 ELSE 1 END) ELSE 0 END) ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "citric_acid" < 0.00166 THEN (CASE WHEN "density" < 0.994891 THEN (CASE WHEN "volatile_acidity" < 0.6605 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "density" < 0.992504 THEN (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE 0 END) ELSE (CASE WHEN "density" < 0.992816 THEN (CASE WHEN "residual_sugar" < 1.4476 THEN 1 ELSE 0 END) ELSE (CASE WHEN "density" < 0.995098 THEN (CASE WHEN "fixed_acidity" < 7.7083 THEN 0 ELSE (CASE WHEN "residual_sugar" < 2.1648 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.5705 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 7.0065 THEN 1 ELSE 0 END) END) END) END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 6.2079 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.16102 THEN (CASE WHEN "citric_acid" < 0.15106 THEN (CASE WHEN "fixed_acidity" < 7.6115 THEN (CASE WHEN "residual_sugar" < 5.164 THEN (CASE WHEN "density" < 0.997328 THEN 0 ELSE (CASE WHEN "density" < 0.99738 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "residual_sugar" < 5.5552 THEN 1 ELSE (CASE WHEN "residual_sugar" < 6.0116 THEN (CASE WHEN "residual_sugar" < 5.9464 THEN 0 ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "density" < 0.99572 THEN (CASE WHEN "density" < 0.995669 THEN 0 ELSE 1 END) ELSE (CASE WHEN "chlorides" < 0.11435 THEN (CASE WHEN "volatile_acidity" < 0.521 THEN (CASE WHEN "fixed_acidity" < 8.5069 THEN 0 ELSE 1 END) ELSE (CASE WHEN "citric_acid" < 0.02158 THEN (CASE WHEN "citric_acid" < 0.01162 THEN (CASE WHEN "citric_acid" < 0.00166 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.6515 THEN 1 ELSE 0 END) END) ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.6215 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "residual_sugar" < 1.904 THEN (CASE WHEN "volatile_acidity" < 0.5915 THEN 1 ELSE 0 END) ELSE 0 END) END) ELSE (CASE WHEN "chlorides" < 0.044518 THEN (CASE WHEN "fixed_acidity" < 7.0065 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 7.1033 THEN (CASE WHEN "volatile_acidity" < 0.2705 THEN 1 ELSE 0 END) ELSE 0 END) END) ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.191 THEN (CASE WHEN "density" < 0.997847 THEN (CASE WHEN "chlorides" < 0.040304 THEN (CASE WHEN "density" < 0.992816 THEN (CASE WHEN "volatile_acidity" < 0.1415 THEN (CASE WHEN "fixed_acidity" < 7.309 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "density" < 0.995409 THEN (CASE WHEN "residual_sugar" < 1.6432 THEN (CASE WHEN "volatile_acidity" < 0.161 THEN 0 ELSE (CASE WHEN "chlorides" < 0.028264 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "chlorides" < 0.03308 THEN (CASE WHEN "citric_acid" < 0.3901 THEN (CASE WHEN "density" < 0.993334 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.27058 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.32038 THEN 1 ELSE 0 END) END) END) ELSE 1 END) ELSE (CASE WHEN "fixed_acidity" < 8.2044 THEN (CASE WHEN "density" < 0.994839 THEN (CASE WHEN "citric_acid" < 0.35026 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.38014 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "fixed_acidity" < 6.704 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.31042 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.1205 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 6.5104 THEN (CASE WHEN "volatile_acidity" < 0.1715 THEN 0 ELSE 1 END) ELSE 0 END) END) END) END) ELSE (CASE WHEN "density" < 0.993542 THEN (CASE WHEN "chlorides" < 0.043314 THEN (CASE WHEN "residual_sugar" < 1.252 THEN (CASE WHEN "volatile_acidity" < 0.1415 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "residual_sugar" < 4.9032 THEN (CASE WHEN "residual_sugar" < 2.3604 THEN (CASE WHEN "volatile_acidity" < 0.1505 THEN (CASE WHEN "residual_sugar" < 1.252 THEN (CASE WHEN "volatile_acidity" < 0.1415 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "citric_acid" < 0.3403 THEN (CASE WHEN "residual_sugar" < 1.0564 THEN 0 ELSE 1 END) ELSE (CASE WHEN "chlorides" < 0.047528 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.2079 THEN 0 ELSE 1 END) END) END) END) ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "chlorides" < 0.068598 THEN (CASE WHEN "chlorides" < 0.043314 THEN (CASE WHEN "volatile_acidity" < 0.1115 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 7.2001 THEN 0 ELSE (CASE WHEN "density" < 0.995046 THEN (CASE WHEN "volatile_acidity" < 0.1715 THEN (CASE WHEN "volatile_acidity" < 0.131 THEN 1 ELSE 0 END) ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "residual_sugar" < 11.4232 THEN (CASE WHEN "density" < 0.993646 THEN (CASE WHEN "volatile_acidity" < 0.1715 THEN 0 ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 5.2292 THEN (CASE WHEN "citric_acid" < 0.31042 THEN (CASE WHEN "fixed_acidity" < 7.2001 THEN (CASE WHEN "citric_acid" < 0.28054 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.1505 THEN (CASE WHEN "fixed_acidity" < 7.7083 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.4814 THEN 1 ELSE 0 END) END) ELSE 0 END) END) ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.99738 THEN (CASE WHEN "chlorides" < 0.050538 THEN (CASE WHEN "citric_acid" < 0.3403 THEN (CASE WHEN "residual_sugar" < 12.9228 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.1505 THEN 1 ELSE 0 END) END) ELSE 1 END) ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 7.0065 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "citric_acid" < 0.30046 THEN (CASE WHEN "fixed_acidity" < 6.1111 THEN 0 ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 18.0084 THEN (CASE WHEN "density" < 0.999611 THEN 0 ELSE (CASE WHEN "residual_sugar" < 15.596 THEN (CASE WHEN "citric_acid" < 0.36022 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE 1 END) END) END) ELSE (CASE WHEN "density" < 0.995357 THEN (CASE WHEN "residual_sugar" < 1.6432 THEN (CASE WHEN "fixed_acidity" < 9.2087 THEN (CASE WHEN "fixed_acidity" < 7.0065 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.4015 THEN (CASE WHEN "volatile_acidity" < 0.35 THEN 1 ELSE 0 END) ELSE (CASE WHEN "chlorides" < 0.046324 THEN (CASE WHEN "fixed_acidity" < 6.704 THEN (CASE WHEN "residual_sugar" < 1.1216 THEN 1 ELSE (CASE WHEN "residual_sugar" < 1.5128 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "residual_sugar" < 1.3172 THEN (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.992816 THEN (CASE WHEN "volatile_acidity" < 0.2405 THEN (CASE WHEN "fixed_acidity" < 6.5104 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "density" < 0.993905 THEN 0 ELSE (CASE WHEN "density" < 0.994112 THEN 1 ELSE 0 END) END) END) END) END) END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.311 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "residual_sugar" < 13.8356 THEN (CASE WHEN "chlorides" < 0.06017 THEN (CASE WHEN "density" < 0.993749 THEN (CASE WHEN "residual_sugar" < 6.4028 THEN (CASE WHEN "density" < 0.992712 THEN (CASE WHEN "citric_acid" < 0.33034 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 6.9097 THEN (CASE WHEN "volatile_acidity" < 0.311 THEN (CASE WHEN "density" < 0.992504 THEN (CASE WHEN "fixed_acidity" < 6.704 THEN 0 ELSE 1 END) ELSE 1 END) ELSE 0 END) ELSE 0 END) END) ELSE 0 END) ELSE (CASE WHEN "density" < 0.993283 THEN (CASE WHEN "citric_acid" < 0.27058 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN 1 ELSE 0 END) ELSE (CASE WHEN "residual_sugar" < 2.23 THEN (CASE WHEN "volatile_acidity" < 0.2615 THEN (CASE WHEN "citric_acid" < 0.32038 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.221 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.1111 THEN 0 ELSE 1 END) END) END) ELSE 0 END) ELSE (CASE WHEN "citric_acid" < 0.4814 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.2079 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "residual_sugar" < 1.7084 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 7.9019 THEN (CASE WHEN "chlorides" < 0.05415 THEN (CASE WHEN "citric_acid" < 0.49136 THEN (CASE WHEN "density" < 0.993646 THEN 0 ELSE (CASE WHEN "residual_sugar" < 2.23 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.993594 THEN 0 ELSE 1 END) END) ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 0 ELSE 1 END) END) END) END) END) ELSE (CASE WHEN "chlorides" < 0.026458 THEN (CASE WHEN "volatile_acidity" < 0.3215 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.4505 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.992971 THEN (CASE WHEN "fixed_acidity" < 7.1033 THEN (CASE WHEN "residual_sugar" < 6.5332 THEN 1 ELSE (CASE WHEN "residual_sugar" < 8.424 THEN (CASE WHEN "citric_acid" < 0.31042 THEN (CASE WHEN "citric_acid" < 0.30046 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.3215 THEN 1 ELSE 0 END) END) END) ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 10.8364 THEN (CASE WHEN "chlorides" < 0.050538 THEN (CASE WHEN "fixed_acidity" < 5.8086 THEN (CASE WHEN "volatile_acidity" < 0.266 THEN 1 ELSE 0 END) ELSE (CASE WHEN "fixed_acidity" < 8.0108 THEN (CASE WHEN "citric_acid" < 0.30046 THEN (CASE WHEN "fixed_acidity" < 6.8008 THEN (CASE WHEN "density" < 0.993127 THEN 1 ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 6.7288 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.47144 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.221 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "density" < 0.993438 THEN 1 ELSE 0 END) END) END) ELSE 0 END) ELSE 0 END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 7.0065 THEN (CASE WHEN "residual_sugar" < 10.1192 THEN (CASE WHEN "residual_sugar" < 1.904 THEN (CASE WHEN "volatile_acidity" < 0.2405 THEN 1 ELSE 0 END) ELSE (CASE WHEN "density" < 0.994631 THEN (CASE WHEN "density" < 0.994372 THEN 0 ELSE (CASE WHEN "chlorides" < 0.047528 THEN (CASE WHEN "residual_sugar" < 7.0548 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 0 ELSE 1 END) END) ELSE 1 END) END) ELSE 0 END) END) ELSE (CASE WHEN "fixed_acidity" < 5.9054 THEN (CASE WHEN "density" < 0.994112 THEN 0 ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN (CASE WHEN "fixed_acidity" < 6.3047 THEN 0 ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 12.9228 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 1 ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "citric_acid" < 0.49136 THEN (CASE WHEN "residual_sugar" < 9.6628 THEN (CASE WHEN "residual_sugar" < 8.6196 THEN (CASE WHEN "citric_acid" < 0.30046 THEN (CASE WHEN "volatile_acidity" < 0.3905 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.401 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "citric_acid" < 0.3901 THEN (CASE WHEN "density" < 0.994424 THEN (CASE WHEN "chlorides" < 0.020438 THEN 1 ELSE (CASE WHEN "chlorides" < 0.03609 THEN 0 ELSE (CASE WHEN "chlorides" < 0.044518 THEN (CASE WHEN "fixed_acidity" < 7.4058 THEN 0 ELSE 1 END) ELSE (CASE WHEN "density" < 0.993957 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "residual_sugar" < 4.6424 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.33034 THEN (CASE WHEN "volatile_acidity" < 0.2705 THEN 0 ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 9.5112 THEN (CASE WHEN "residual_sugar" < 7.2504 THEN (CASE WHEN "density" < 0.995202 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN 1 ELSE 0 END) END) ELSE 1 END) ELSE 1 END) END) END) ELSE (CASE WHEN "chlorides" < 0.04211 THEN (CASE WHEN "chlorides" < 0.01803 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 7.8051 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 0 ELSE 1 END) END) END) ELSE 0 END) END) ELSE 0 END) ELSE 1 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 6.704 THEN (CASE WHEN "volatile_acidity" < 0.3815 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 6.2079 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.4205 THEN (CASE WHEN "chlorides" < 0.064384 THEN 1 ELSE (CASE WHEN "chlorides" < 0.073414 THEN (CASE WHEN "density" < 0.993594 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3905 THEN (CASE WHEN "density" < 0.994268 THEN (CASE WHEN "density" < 0.993957 THEN 0 ELSE 1 END) ELSE (CASE WHEN "density" < 0.994942 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 9.1119 THEN 1 ELSE 0 END) END) END) ELSE 1 END) END) ELSE (CASE WHEN "density" < 0.994994 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3215 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "chlorides" < 0.062578 THEN 1 ELSE 0 END) END) END) END) ELSE (CASE WHEN "chlorides" < 0.03609 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.311 THEN 0 ELSE 1 END) END) END) END) ELSE (CASE WHEN "fixed_acidity" < 10.0073 THEN (CASE WHEN "fixed_acidity" < 6.8008 THEN (CASE WHEN "chlorides" < 0.0391 THEN (CASE WHEN "residual_sugar" < 7.6416 THEN (CASE WHEN "residual_sugar" < 7.5112 THEN 0 ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.3005 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.3215 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "density" < 0.999455 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.3605 THEN 0 ELSE 1 END) END) END) ELSE (CASE WHEN "residual_sugar" < 13.314 THEN (CASE WHEN "fixed_acidity" < 7.9019 THEN (CASE WHEN "density" < 0.998521 THEN (CASE WHEN "residual_sugar" < 3.6644 THEN (CASE WHEN "residual_sugar" < 2.8168 THEN (CASE WHEN "chlorides" < 0.062578 THEN (CASE WHEN "volatile_acidity" < 0.311 THEN (CASE WHEN "citric_acid" < 0.2905 THEN 1 ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.3215 THEN (CASE WHEN "density" < 0.997173 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE 1 END) ELSE (CASE WHEN "fixed_acidity" < 6.9097 THEN (CASE WHEN "residual_sugar" < 8.3588 THEN (CASE WHEN "residual_sugar" < 7.3156 THEN 0 ELSE 1 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN (CASE WHEN "residual_sugar" < 10.2496 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 7.1033 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN (CASE WHEN "citric_acid" < 0.38014 THEN 0 ELSE (CASE WHEN "citric_acid" < 0.49136 THEN 1 ELSE 0 END) END) ELSE 0 END) END) END) END) ELSE (CASE WHEN "citric_acid" < 0.33034 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.251 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "density" < 0.997017 THEN (CASE WHEN "residual_sugar" < 2.1648 THEN (CASE WHEN "citric_acid" < 0.38014 THEN (CASE WHEN "volatile_acidity" < 0.221 THEN (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) ELSE (CASE WHEN "fixed_acidity" < 9.608 THEN (CASE WHEN "fixed_acidity" < 8.1076 THEN (CASE WHEN "volatile_acidity" < 0.3815 THEN 1 ELSE 0 END) ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.55112 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "chlorides" < 0.091474 THEN (CASE WHEN "residual_sugar" < 9.728 THEN (CASE WHEN "chlorides" < 0.056558 THEN (CASE WHEN "density" < 0.996602 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "chlorides" < 0.073414 THEN (CASE WHEN "chlorides" < 0.065588 THEN (CASE WHEN "fixed_acidity" < 8.2044 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.341 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.371 THEN 1 ELSE 0 END) END) END) ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.311 THEN (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) ELSE 0 END) END) END) ELSE (CASE WHEN "chlorides" < 0.035488 THEN (CASE WHEN "volatile_acidity" < 0.2705 THEN 1 ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "chlorides" < 0.110136 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "fixed_acidity" < 9.4023 THEN (CASE WHEN "density" < 0.99904 THEN (CASE WHEN "volatile_acidity" < 0.2615 THEN (CASE WHEN "residual_sugar" < 10.706 THEN (CASE WHEN "fixed_acidity" < 9.003 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 0 ELSE 1 END) END) ELSE 1 END) ELSE (CASE WHEN "density" < 0.99738 THEN (CASE WHEN "density" < 0.997328 THEN 0 ELSE 1 END) ELSE 0 END) END) ELSE (CASE WHEN "density" < 0.999144 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "residual_sugar" < 2.3604 THEN 0 ELSE (CASE WHEN "density" < 0.998418 THEN (CASE WHEN "residual_sugar" < 2.4256 THEN (CASE WHEN "volatile_acidity" < 0.5615 THEN 1 ELSE 0 END) ELSE (CASE WHEN "chlorides" < 0.095086 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.3815 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "density" < 0.999663 THEN (CASE WHEN "citric_acid" < 0.47144 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.401 THEN 1 ELSE 0 END) END) ELSE 0 END) END) END) END) END) END) ELSE (CASE WHEN "residual_sugar" < 15.0092 THEN (CASE WHEN "volatile_acidity" < 0.2615 THEN (CASE WHEN "density" < 0.998573 THEN (CASE WHEN "citric_acid" < 0.38014 THEN 0 ELSE (CASE WHEN "residual_sugar" < 14.0312 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "fixed_acidity" < 7.6115 THEN (CASE WHEN "residual_sugar" < 13.64 THEN 0 ELSE 1 END) ELSE (CASE WHEN "residual_sugar" < 13.4444 THEN 1 ELSE (CASE WHEN "density" < 1.000233 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.2015 THEN 0 ELSE 1 END) END) END) END) END) ELSE (CASE WHEN "chlorides" < 0.034284 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.28054 THEN 1 ELSE (CASE WHEN "density" < 0.99764 THEN (CASE WHEN "fixed_acidity" < 7.0065 THEN 1 ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.281 THEN (CASE WHEN "citric_acid" < 0.3403 THEN 0 ELSE 1 END) ELSE 0 END) END) END) END) END) ELSE (CASE WHEN "citric_acid" < 0.33034 THEN (CASE WHEN "citric_acid" < 0.32038 THEN (CASE WHEN "residual_sugar" < 15.3352 THEN (CASE WHEN "volatile_acidity" < 0.2405 THEN 1 ELSE 0 END) ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.2405 THEN 0 ELSE 1 END) END) ELSE 0 END) END) END) END) ELSE (CASE WHEN "density" < 0.997847 THEN (CASE WHEN "chlorides" < 0.107126 THEN (CASE WHEN "chlorides" < 0.0993 THEN (CASE WHEN "citric_acid" < 0.6308 THEN (CASE WHEN "citric_acid" < 0.50132 THEN (CASE WHEN "citric_acid" < 0.47144 THEN (CASE WHEN "volatile_acidity" < 0.2615 THEN 1 ELSE (CASE WHEN "residual_sugar" < 2.556 THEN (CASE WHEN "citric_acid" < 0.35026 THEN 1 ELSE (CASE WHEN "fixed_acidity" < 11.6045 THEN (CASE WHEN "density" < 0.995669 THEN (CASE WHEN "volatile_acidity" < 0.29 THEN 0 ELSE 1 END) ELSE 0 END) ELSE 1 END) END) ELSE 1 END) END) ELSE (CASE WHEN "fixed_acidity" < 11.302 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.281 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "residual_sugar" < 2.9472 THEN 1 ELSE 0 END) END) ELSE 0 END) ELSE 1 END) ELSE (CASE WHEN "volatile_acidity" < 0.5015 THEN 0 ELSE 1 END) END) ELSE (CASE WHEN "citric_acid" < 0.69056 THEN (CASE WHEN "volatile_acidity" < 0.2105 THEN 1 ELSE (CASE WHEN "volatile_acidity" < 0.3305 THEN (CASE WHEN "chlorides" < 0.080036 THEN (CASE WHEN "citric_acid" < 0.57104 THEN 0 ELSE (CASE WHEN "fixed_acidity" < 11.0116 THEN 1 ELSE 0 END) END) ELSE (CASE WHEN "residual_sugar" < 2.6212 THEN (CASE WHEN "volatile_acidity" < 0.281 THEN (CASE WHEN "volatile_acidity" < 0.2705 THEN 0 ELSE 1 END) ELSE 0 END) ELSE 1 END) END) ELSE (CASE WHEN "fixed_acidity" < 10.1041 THEN 1 ELSE (CASE WHEN "citric_acid" < 0.65072 THEN (CASE WHEN "residual_sugar" < 1.4476 THEN (CASE WHEN "volatile_acidity" < 0.5015 THEN 1 ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.671 THEN 0 ELSE (CASE WHEN "volatile_acidity" < 0.6965 THEN 1 ELSE 0 END) END) END) ELSE (CASE WHEN "residual_sugar" < 2.9472 THEN 0 ELSE (CASE WHEN "density" < 0.998833 THEN 0 ELSE 1 END) END) END) END) END) END) ELSE (CASE WHEN "volatile_acidity" < 0.4415 THEN (CASE WHEN "fixed_acidity" < 13.3106 THEN 1 ELSE 0 END) ELSE (CASE WHEN "volatile_acidity" < 0.5315 THEN 0 ELSE 1 END) END) END) END) END) END) END) END) END)'
To Python
To obtain the prediction function in Python syntax, use the following code:
X = [[4.2, 0.17, 0.36, 1.8, 0.029, 0.9899]] model.to_python()(X) Out[8]: array([1])
Hint
The
to_python()method is used to retrieve predictions, probabilities, or cluster distances. For specific details on how to use this method for different model types, refer to the relevant documentation for each model.- __init__(name: str = None, overwrite_model: bool = False) None¶
Must be overridden in the child class
Methods
__init__([name, overwrite_model])Must be overridden in the child class
classification_report([metrics, cutoff, ...])Computes a classification report using multiple model evaluation metrics (
auc,accuracy,f1...).confusion_matrix([pos_label, cutoff])Computes the model confusion matrix.
contour([pos_label, nbins, chart])Draws the model's contour plot.
cutoff_curve([pos_label, nbins, show, chart])Draws the model Cutoff curve.
deploySQL([X, pos_label, cutoff, allSQL])Returns the SQL code needed to deploy the model.
does_model_exists(name[, raise_error, ...])Checks whether the model is stored in the Vertica database.
drop()Drops the model from the Vertica database.
export_models(name, path[, kind])Exports machine learning models.
features_importance([tree_id, show, chart])Computes the model's features importance.
fit(input_relation, X, y[, test_relation, ...])Trains the model.
get_attributes([attr_name])Returns the model attributes.
get_match_index(x, col_list[, str_check])Returns the matching index.
Returns the parameters of the model.
get_plotting_lib([class_name, chart, ...])Returns the first available library (Plotly, Matplotlib, or Highcharts) to draw a specific graphic.
get_score([tree_id])Returns the feature importance metrics for the input tree.
get_tree([tree_id])Returns a table with all the input tree information.
get_vertica_attributes([attr_name])Returns the model Vertica attributes.
import_models(path[, schema, kind])Imports machine learning models.
lift_chart([pos_label, nbins, show, chart])Draws the model Lift Chart.
plot([max_nb_points, chart])Draws the model.
plot_tree([tree_id, pic_path])Draws the input tree.
prc_curve([pos_label, nbins, show, chart])Draws the model PRC curve.
predict(vdf[, X, name, cutoff, inplace])Predicts using the input relation.
predict_proba(vdf[, X, name, pos_label, inplace])Returns the model's probabilities using the input relation.
register(registered_name[, raise_error])Registers the model and adds it to in-DB Model versioning environment with a status of 'under_review'.
report([metrics, cutoff, labels, nbins])Computes a classification report using multiple model evaluation metrics (
auc,accuracy,f1...).roc_curve([pos_label, nbins, show, chart])Draws the model ROC curve.
score([metric, average, pos_label, cutoff, ...])Computes the model score.
set_params([parameters])Sets the parameters of the model.
Summarizes the model.
to_binary(path)Exports the model to the Vertica Binary format.
to_graphviz([tree_id, classes_color, ...])Returns the code for a Graphviz tree.
Converts the model to an InMemory object that can be used for different types of predictions.
to_pmml(path)Exports the model to PMML.
to_python([return_proba, ...])Returns the Python function needed for in-memory scoring without using built-in Vertica functions.
to_sql([X, return_proba, ...])Returns the SQL code needed to deploy the model without using built-in Vertica functions.
to_tf(path)Exports the model to the Frozen Graph format (TensorFlow).
Attributes