AI Feature Selection

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2025 Mar 4 15:18
Editor
Edited
Edited
2025 Mar 25 21:35

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
 
 
 
 
 
 

Recommendations