Feature Selection

Keeping Only What Matters

Upload a CSV and apply fourteen complementary methods — variance threshold, correlation filter, top-K MI scoring, SelectKBest, Kendall tau, chi-squared, RFE, Lasso, Ridge, tree importance, forward selection, exhaustive search, PCA, and UMAP — to reduce your feature set. Download the result. Everything runs in your browser.