SingleFeatureContributionTrainTest.add_condition_feature_pps_difference_not_greater_than#

SingleFeatureContributionTrainTest.add_condition_feature_pps_difference_not_greater_than(threshold: float = 0.2) → FC[source]#

Add new condition.

Add condition that will check that difference between train dataset feature pps and test dataset feature pps is not greater than X.

Parameters
thresholdfloat , default: 0.2

train test ps difference upper bound.

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SingleFeatureContributionTrainTest.add_condition

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SingleFeatureContributionTrainTest.add_condition_feature_pps_in_train_not_greater_than