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Table 6 Fivefold cross validation results shown using SVM-SURF method on enzyme

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 87.78 87.30 87.14 78.50
2 87.86 85.17 89.82 78.63
3 86.84 83.48 89.58 77.09
4 85.73 83.71 88.72 75.48
5 87.12 85.34 88.24 77.53
Average 87.07 ± 0.86 85.00 ± 1.53 88.70 ± 1.08 77.45 ± 1.28
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