OutliersFilter

class hypex.transformers.OutliersFilter(target_roles=None, lower_percentile=0, upper_percentile=1, key='')

Bases: Transformer

__init__(target_roles=None, lower_percentile=0, upper_percentile=1, key='')

Initialize outliers filter of the values laying beyond the given percentile and NaNs.

Parameters:

• target – The name of target column to be filtered from outlier values

• percentile – The value of the percentile to filter outliers