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Table 3 Fivefold cross validation results shown using WELM-SURF method on GPCRs

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 83.07 80.95 84.30 71.84
2 88.58 86.18 89.83 79.71
3 87.40 88.00 86.81 77.97
4 84.25 85.83 83.21 73.45
5 83.86 81.34 87.20 72.88
Average 85.43 ± 2.41 84.46 ± 3.14 86.23 ± 2.60 75.17 ± 3.46
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