AI Feature Selection

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