Understanding the impact and effect of feature selection
This insight paper describes why feature selection is an integral part of any successful machine learning project. Feature selection purposes to choose the right features for your model.
This becomes especially true when you want to increase the model accuracy by testing new data sources or test new data transformations from your existing data.