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

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