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 |