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Table 2 Performance of Co-Forest Algorithm on the selected datasets(F = 20)

From: Semi-supervised protein subcellular localization

N N = 60 N = 100 N = 150 N = 200
Labeled = 1000 0.5863 0.604 0.616 0.6289
Labeled = 1200 0.6285 0.6539 0.6716 0.6936
Labeled = 1400 0.6498 0.674 0.6907 0.7018
Labeled = 1600 0.703 0.7251 0.7352 0.7425
Labeled = 1800 0.7218 0.7441 0.7525 0.7589
Labeled = 2000 0.7416 0.769 0.78 0.7613
Labeled = 2200 0.7703 0.7898 0.7935 0.7627
Labeled = 2400 0.7896 0.8045 0.8125 0.8158
Labeled = 2600 0.8035 0.8181 0.8208 0.8209
Labeled = 2800 0.8162 0.8294 0.8318 0.8307
Labeled = 3000 0.83 0.834 0.847 0.8503