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Table 7 Fivefold cross validation results shown using ELM-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 88.51 83.32 89.75 77.98
2 87.78 82.78 88.58 76.98
3 88.16 83.78 89.65 77.95
4 87.36 81.55 89.01 78.60
5 87.06 80.07 88.40 79.21
Average 87.76 ± 5.86 82.22 ± 1.56 89.08 ± 0.61 72.19 ± 3.05
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