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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