Category: Model Performance

Explained: How Does L1 Regularization Perform Feature Selection? Feature Selection is the process of selecting an optimal subset of features from a given set of features; an optimal feature subset is the one which maximizes the performance of the model on the given task. Feature selection can be a manual or rather explicit process when…