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Table 3 Performance of Co-Forest Algorithm on the selected datasets(F = 40)

From: Semi-supervised protein subcellular localization

N N = 60 N = 100 N = 150 N = 200
Labeled = 1000 0.5916 0.6114 0.6277 0.631
Labeled = 1200 0.6478 0.6656 0.6707 0.6818
Labeled = 1400 0.667 0.6919 0.6924 0.6962
Labeled = 1600 0.7071 0.726 0.7391 0.7416
Labeled = 1800 0.7215 0.7467 0.7502 0.7638
Labeled = 2000 0.7423 0.7598 0.7613 0.7707
Labeled = 2200 0.7715 0.7849 0.7913 0.8052
Labeled = 2400 0.7952 0.8054 0.8132 0.8208
Labeled = 2600 0.8092 0.8341 0.8244 0.8303
Labeled = 2800 0.8157 0.8312 0.8338 0.8394
Labeled = 3000 0.8298 0.8407 0.8525 0.8595