Binary Classification

Class Definition
LinearSVC Creates a LinearSVC object using the Vertica SVM function.
LogisticRegression Creates a LogisticRegression object using the Vertica Logistic Regression function.

Multiclass Classification

Class Definition
DecisionTreeClassifier Single Decision Tree Classifier.
DummyTreeClassifier Creates and makes predictions using a tree with a maximum depth of 100 with one element per leaf.
KNeighborsClassifier Creates a KNeighborsClassifier object by using the k-nearest neighbors algorithm.
NaiveBayes Creates a NaiveBayes object by using the Vertica Naive Bayes algorithm on the data.
NearestCentroid Creates a NearestCentroid object using the k-nearest centroid algorithm.
RandomForestClassifier Creates a RandomForestClassifier object using the Vertica Random Forest algorithm.
XGBoostClassifier Creates a XGBoostClassifier object using the XGBOOST algorithm.