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ENTITY Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices

Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices

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  1. RESEARCH · CL_76885 ·

    Study finds bias in feature selection evaluations

    A meta-analysis of 28 feature selection studies published between 1994 and 2025 reveals potential biases in evaluation methods. The study found that 33% of the variance in new method performance against baselines could …