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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