Table 3 Performance of four different AdaBoost variants for Caco-2.
From: Insulator detection in transmission line based on Log AdaBoost
Method | Training duration | Number of weak classifiers | Margin variance |
|---|---|---|---|
Log AdaBoost | 22.15s | 212 | 0.0211 |
Gentle AdaBoost | 23.32s | 220 | 0.0271 |
Modest AdaBoost | 67.99s | 600 | 0.0525 |
Real AdaBoost | 65.22s | 1276 | 0.0284 |
