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Table 10 Performance of Gradient Boosting 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 67.56 70.01 65.05 67.28 68.62
3 15,350 ×180 67.77 70.88 64.57 67.25 69.02
5 15,350 ×240 69.75 72.46 66.98 69.14 70.76
6 15,350 ×300 68.71 70.94 66.42 68.44 69.66
8 15,350 ×360 68.99 72.07 65.84 68.41 70.19
10 15,350 ×420 68.92 70.88 66.90 68.73 69.79