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Table 5 Performance of baseline classifiers

From: Semi-supervised protein subcellular localization

Labeled Data

Tree(10-CV)

Tree(External)

AdaBoost(10-CV)

AdaBoost(External)

Labeled = 1000

0.256

0.3167

0.124

0.1124

Labeled = 1200

0.275

0.3628

0.1442

0.1989

Labeled = 1400

0.2485

0.3730

0.1943

0.2697

Labeled = 1600

0.2887

0.4350

0.1913

0.2488

Labeled = 1800

0.2772

0.4465

0.1917

0.2210

Labeled = 2000

0.2985

0.4749

0.2065

0.2702

Labeled = 2200

0.3222

0.5084

0.1868

0.2515

Labeled = 2400

0.2913

0.5296

0.1929

0.3544

Labeled = 2600

0.3173

0.5503

0.1981

0.2697

Labeled = 2800

0.3357

0.5601

0.2204

0.3524

Labeled = 3000

0.3387

0.5842

0.2160

0.3544

Labeled = 7579

0.4521

0.6234

0.3544

0.4041