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Table 1 Performance of Rotation Forest (PCA) combined with global encoding

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

R Dim. Acc. Sen. Spe. Pre. F1-s.
2 15,350 ×120 77.85 78.10 77.59 78.50 78.29
3 15,350 ×180 78.26 78.56 77.95 78.80 78.63
4 15,350 ×240 79.50 79.91 79.07 79.78 79.33
5 15,350 ×300 78.57 78.93 78.18 78.97 78.75
6 15,350 ×360 78.96 79.59 78.30 78.88 79.27
7 15,350 ×420 78.98 79.01 78.50 79.27 79.18