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Table 5 Fivefold cross validation results shown using ELM-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 90.75 90.81 90.57 83.20
2 89.85 88.82 90.22 81.74
3 89.58 90.37 89.19 81.33
4 90.46 90.08 90.82 82.68
5 91.26 91.23 91.22 83.55
Average 90.38 ± 0.68 91.26 ± 0.91 90.38 ± 0.74 82.74 ± 1.27
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