Skip to main content

Table 4 Performance of Co-Forest Algorithm on the selected dataset (F = 60)

From: Semi-supervised protein subcellular localization

N N = 60 N = 100 N = 150 N = 200
Labeled = 1000 0.5969 0.6226 0.6208 0.632
Labeled = 1200 0.6521 0.6736 0.6745 0.6928
Labeled = 1400 0.6637 0.6832 0.6933 0.7049
Labeled = 1600 0.7075 0.7228 0.7337 0.7483
Labeled = 1800 0.7351 0.7532 0.7591 0.7658
Labeled = 2000 0.7526 0.7618 0.7913 0.7956
Labeled = 2200 0.7736 0.7888 0.7873 0.8027
Labeled = 2400 0.7942 0.8099 0.8174 0.823
Labeled = 2600 0.812 0.8235 0.8252 0.8295
Labeled = 2800 0.8219 0.831 0.834 0.8367
Labeled = 3000 0.836 0.838 0.8493 0.8504