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Table 3 Performance of the ensemble FR classifier with and without feature selection

From: Prediction of aptamer-protein interacting pairs using an ensemble classifier in combination with various protein sequence attributes

Method No. of features Sn Sp Acc MCC Youden’s index
Without feature selection 654 0.7 0.680 0.685 0.334 0.380
With feature selection 304 0.753 0.725 0.732 0.424 0.479
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BMC Bioinformatics

ISSN: 1471-2105

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