Notes on:

• Feature Selection
  • Filter methods
  • Correlation Feature Selection: CFS
  • Wrapper methods
  • Recursive Feature Elimination (RFE) using caret (and Naive Bayes)
  • Forward Search using FSelector (and Decision Trees)
• Dimensionality Reduction
  • Principal Components Analysis