ml

• Forward Feature Group Selection
  • What are we talking about?
  • Why?
  • Example
    • Dataset
    • Forward Feature Selection (FFS)
      • FFS on individual features
      • FFGS - Forward Feature Group Selection
    • Computational cost
• SequentialFeatureSelector analysis utilities
  • Dataset
  • Feature selection
    • SFS - metrics dataframes
      • Default
      • Wide dataframe
      • Long dataframe
    • Plotting
      • Cross-validation accuracies and mean
      • Cross-validation accuracies as boxplots
• Early stopping feature selection
  • Dataset
  • Full selection
  • Custom early stopping function
    • Example implementation
    • Useage