Lift Chart

In [107]:
from verticapy.learn.ensemble import RandomForestClassifier

# Binary Classification
model = RandomForestClassifier(name = "public.RF_titanic",
                               n_estimators = 20,
                               max_features = "auto",
                               max_leaf_nodes = 32, 
                               sample = 0.7,
                               max_depth = 3,
                               min_samples_leaf = 5,
                               min_info_gain = 0.0,
                               nbins = 32)
model.drop()
model.fit("public.titanic", ["age", "fare", "gender"], "survived")

# Lift Chart
model.lift_chart(color = "#0073E7")
Out[107]:
decision_boundary
positive_prediction_ratio
lift
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