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. 2017 Nov 27;20(3):931–951. doi: 10.1093/bib/bbx164

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Feature selection by using GainRatio and mRMR methods. The error bars indicate the SDs of MCC values over five different randomized 5-fold cross-validation tests. (A) Performance of various feature encodings with different numbers of top features selected by GainRatio; (B) performance of various feature encodings with different numbers of top features selected by mRMR; (C) side-by-side performance comparison of various feature encodings with different numbers of top features selected by GainRatio versus mRMR.