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Table 8 Fivefold cross validation results shown using SVM-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 83.56 86.89 78.91 72.40
2 82.37 84.30 80.98 70.94
3 81.19 80.84 80.56 69.43
4 82.37 82.33 84.47 70.85
5 86.99 87.50 87.78 77.31
Average 83.30 ± 2.23 84.37 ± 2.86 82.54 ± 3.57 72.19 ± 3.05
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