Table 5 Performance of four different AdaBoost variants for HOB.
From: Insulator detection in transmission line based on Log AdaBoost
Method | Training duration | Number of weak classifiers | Margin variance |
|---|---|---|---|
Log AdaBoost | 38.72s | 336 | 0.0152 |
Gentle AdaBoost | 43.01s | 380 | 0.0176 |
Modest AdaBoost | 116.93s | 908 | 0.0355 |
Real AdaBoost | 71.75s | 5872 | 0.0490 |
