Variable (Subset) Selection, attribute selection
- Feature set reduction
- General data reduction
Methods
- Filter methods: use a proxy measure to score/rank the features
- Wrapper methods: use a predictive model to score/rank the features
- Embedded methods: perform feature selection as part of the model construction process
Feature Selection Methods