features engineering - taoualiw/My-Knowledge-Base GitHub Wiki

  • Exploration

    • inspect for correlations
    • cleaning
    • outliers
    • imputation

  • Creation

  • Representation

    • text vectorization
    • discretization

  • Scaling

    • min-max
    • standardization

  • Selection

    • K-best
    • Percentile

  • Transformation

    • pca
    • ica

Home | About MKB | Artificial Intelligence|Data Science | Computer Science | Mathematics | Productivity | Misc.

⚠️ **GitHub.com Fallback** ⚠️