vif python

Posted by MDS

vif_df = pd.DataFrame()
vif_df['VIF'] = [variance_inflation_factor(X.values, i) for i in range(X.shape[1])]
vif_df['Attributes'] = X.columns
vif_df=vif_df.sort_values('VIF', ascending=False).reset_index(drop=True)
vif_df

MDS

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