b11bc09d5acf40f454b790a4f88b61424e016d07,tpot_export_class_conf.py,,,#,9

Before Change

training_features, testing_features, training_classes, testing_classes = \
    train_test_split(features, tpot_data["class"], random_state=42)

exported_pipeline = make_pipeline(
    RobustScaler(),
    ExtraTreesClassifier(bootstrap=False, criterion="entropy", max_features=0.9500000000000001, min_samples_leaf=3, min_samples_split=20)
)

exported_pipeline.fit(training_features, training_classes)
results = exported_pipeline.predict(testing_features)

After Change

training_features, testing_features, training_classes, testing_classes = \
    train_test_split(features, tpot_data["class"], random_state=42)

exported_pipeline = make_pipeline(
    make_union(
        FunctionTransformer(lambda X: X),
        FunctionTransformer(lambda X: X)
    ),
    GradientBoostingClassifier(learning_rate=0.5, max_depth=5, max_features=0.8500000000000001, min_samples_leaf=17, min_samples_split=11, subsample=0.45)
)

exported_pipeline.fit(training_features, training_classes)
results = exported_pipeline.predict(testing_features)

Instances