Category "feature-selection"

Pandas dataframe divide features to group of high correlation

I have a dataframe with over 280 features. I ran correlation map to detect groups of features that are highly correlated: Now, I want to divide the features to

Get a feature importance from SHAP Values

iw ould like to get a dataframe of important features. With the code below i have got the shap_values and i am not sure, what do the values mean. In my df are 1