Machine Learning, Data Science, Overfitting, Underfitting.
ln(|x| + 1) for data with heavy right tail transformation of categorical features other non-linear data transformation (from length and width to area (length*width)) and so on. If you need to simplify the model, then you should use a smaller quantity of features. First of all, remove all the