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Table 5 Performance of Gradient Boosting 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 67.17 69.83 64.45 66.73 68.25
3 15,350 ×180 67.87 70.50 65.19 67.41 68.92
4 15,350 ×240 67.77 69.78 65.72 67.51 68.63
5 15,350 ×300 67.64 70.14 65.09 67.23 68.65
6 15,350 ×360 67.90 68.85 66.93 68.01 68.43
7 15,350 ×420 68.00 69.16 66.82 68.04 68.59