Conditional inference forests rank competitively as top-k feature selectors in classification and regression benchmarks, with runtime factors identified but limited impact on scores.
A note on split selection bias in classification trees.Computational Statistics & Data Analysis, 45(3):457–466, 2004
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Conditional Inference Trees and Forests for Feature Selection
Conditional inference forests rank competitively as top-k feature selectors in classification and regression benchmarks, with runtime factors identified but limited impact on scores.