The Best Way to Select Features

What MDA, LIME, and SHAP Reveal About Model Stability

When it comes to machine learning, feature selection often determines whether a model succeeds or fails. The features we feed into a model are like ingredients in a recipe: choose them wisely, and you get a dish that’s balanced and flavorful; choose poorly, and even the best algorithm can underperform.

But feature selection is not just a matter of findin…