Identification of the Best Filter-based Feature Selection Techniques for Microarray Datasets
Atikul Islam, Tapas Bhadra, Kalyani Mali, Jayant P Giri, Khursheed Aurangzeb, Ram Kaji Budhathoki, Saurav Mallik
This paper evaluates filter-based feature selection methods on microarray datasets, finding that mRMR outperforms others in classification accuracy, F1-score, and RMSE.
bioRxiv · Apr 25, 2025 · PreprintBioinformatics