OutlierSampleDetection.add_condition_outlier_ratio_not_greater_than#

OutlierSampleDetection.add_condition_outlier_ratio_not_greater_than(max_outliers_ratio: float = 0.005, outlier_score_threshold: float = 0.7)[source]#

Add condition - no more than given ratio of samples over outlier score threshold are allowed.

Parameters
max_outliers_ratiofloat , default: 0.005

Maximum ratio of outliers allowed in dataset.

outlier_score_thresholdfloat, default: 0.7

Outlier probability score threshold to be considered outlier.