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Table 1 Fivefold cross validation results shown using WELM-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 93.85 95.65 92.95 88.28
2 92.56 92.93 92.14 86.23
3 93.59 93.53 93.69 88.00
4 94.19 95.81 93.40 88.99
5 93.52 95.00 92.14 87.87
Average 93.54 ± 0.61 94.58 ± 1.30 92.86 ± 0.71 87.89 ± 1.03
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