sharp_drop_outliers_range(data_percents: Sequence, sharp_drop_ratio: float = 0.9, max_outlier_percentage: float = 0.05) Optional[float][source]#

Calculate outliers range on the data given using sharp drop.


Counts of data to calculate outliers range for. The data is assumed to be sorted from the most common to the least common.

sharp_drop_ratiofloat , default 0.9

The sharp drop threshold to use for the outliers detection.

max_outlier_percentagefloat , default 0.05

The maximum percentage of data that can be considered as “outliers”.