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Table 1 Prediction performance of the ensemble RF models using various feature spaces by 10-fold cross validation

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

Features Sn Sp Acc MCC Youden’s index
PseKNC+DCT 0.621 0.641 0.636 0.229 0.261
PseKNC+Bi-gram PSSM 0.660 0.673 0.670 0.293 0.333
PseKNC+Disorder 0.103 0.321 0.267 -0.499 -0.575
PseKNC+DCT+Bi-gram PSSM 0.693 0.666 0.673 0.315 0.359
PseKNC+DCT +Disorder 0.597 0.616 0.611 0.186 0.213
PseKNC+Bi-gram PSSM+Disorder 0.671 0.675 0.674 0.304 0.345
PseKNC+DCT+Bi-gram PSSM+Disorder 0.7 0.680 0.685 0.334 0.380