SimpleFeatureContribution.add_condition_feature_pps_in_train_not_greater_than#

SimpleFeatureContribution.add_condition_feature_pps_in_train_not_greater_than(threshold: float = 0.2) → SFC[source]#

Add new condition.

Add condition that will check that train dataset property pps is not greater than X. If per_class is True, the condition will apply per class, and a single class with pps greater than X will be enough to fail the condition.

Parameters
thresholdfloat , default: 0.2

pps upper bound

Returns
SFC

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