Univariate Screening — Glossary

univariate_screening

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Definition

Runs Pearson, Spearman, and ANOVA F tests of every feature against the target before modeling, with FDR correction. Significant features are saved as a derived dataset for downstream analyses.

Examples

Enable to screen features before Random Forest.