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Table 13 Performance of Random Forest combined with PseudoSMR

From: Performance of rotation forest ensemble classifier and feature extractor in predicting protein interactions using amino acid sequences

Lg Dim. Acc. Sen. Spe. Pre. F1-s.
2 15,350 ×120 75.51 71.66 79.46 78.17 74.77
3 15,350 ×180 75.12 70.37 79.99 78.31 74.13
5 15,350 ×240 76.89 72.61 81.25 79.82 76.05
6 15,350 ×300 76.06 71.86 80.36 78.97 75.25
8 15,350 ×360 76.92 72.63 81.31 79.95 76.12
10 15,350 ×420 75.72 71.35 80.20 78.72 74.85