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Feature Selection Methods

Methods

Two feature selection methods are available:

FTest

One-way ANOVA F-test for each feature

catscore

Correlation-adjusted t-scores using sda.ranking

Cutoff Types

Two types of cutoffs are supported:

top_k/topk

Select top k features

top_p/topp

Select top p percent of features (0 < p <= 1)