libuplift.meta.target_transform#

Uplift models based on target transform.

Classes#

TargetTransformUpliftRegressor

Mixin class for all uplift regression estimators in

TargetTransformUpliftClassifier

Mixin class for all uplift classification estimators in

Module Contents#

class libuplift.meta.target_transform.TargetTransformUpliftRegressor(base_estimator=LinearRegression())[source]#

Bases: libuplift.base.UpliftRegressorMixin, _TargetTransformUpliftModelBase

Mixin class for all uplift regression estimators in libuplift.

predict(X)[source]#
class libuplift.meta.target_transform.TargetTransformUpliftClassifier(base_estimator=LogisticRegression(), balance_treatments=True)[source]#

Bases: libuplift.base.UpliftClassifierMixin, _TargetTransformUpliftModelBase

Mixin class for all uplift classification estimators in libuplift.

predict(X)[source]#