captest.capdata.CapData.filter_outliers

CapData.filter_outliers(inplace=True, **kwargs)

Apply eliptic envelope from scikit-learn to remove outliers.

Parameters:

• inplace (bool) – Default of true writes filtered dataframe back to data_filtered attribute.

• **kwargs – Passed to sklearn EllipticEnvelope. Contamination keyword is useful to adjust proportion of outliers in dataset. Default is 0.04.