SimpleFeatureContribution.add_condition_feature_pps_difference_not_greater_than#
- SimpleFeatureContribution.add_condition_feature_pps_difference_not_greater_than(threshold: float = 0.2) SFC[source]#
Add new condition.
Add condition that will check that difference between train dataset property pps and test 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 difference greater than X will be enough to fail the condition.
- Parameters
- thresholdfloat , default: 0.2
train test ps difference upper bound.
- Returns
- SFC