sharp_drop_outliers_range#

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.

Parameters
data_percentsnp.ndarray

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”.