Posts by Samuele Mazzanti

[ad_1] Missing values are very common in real datasets. Over time, many methods have been proposed to deal with this issue. Usually, they consist either in removing data that contain…

[ad_1] Feature importance is the most common tool for explaining a machine learning model. It is so popular that many data scientists end up believing that feature importance equals feature…

[ad_1] “Feature Importance” is not enough. You also need to look at “Error Contribution” if you want to know which features are beneficial for your model.[Image by Author]The concept of…