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Table 2 Fivefold cross validation results shown using WELM-SURF method on ion channels

From: An efficient computational method for predicting drug-target interactions using weighted extreme learning machine and speed up robot features

Testing set Acc (%) TPR (%) PPV (%) MCC (%)
1 88.98 93.26 84.12 80.31
2 92.54 91.47 93.38 86.19
3 90.68 90.59 90.28 83.08
4 89.32 89.91 90.19 80.82
5 91.39 93.59 90.40 84.17
Average 90.48 ± 1.47 91.76 ± 1.62 89.67 ± 3.38 82.91 ± 2.42
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