Table 4 Performance of four different AdaBoost variants for CYP3A4.

From: Insulator detection in transmission line based on Log AdaBoost

Method

Training duration

Number of weak classifiers

Margin variance

Log AdaBoost

16.52s

156

0.0310

Gentle AdaBoost

16.735s

164

0.0317

Modest AdaBoost

38.19s

364

0.0654

Real AdaBoost

32.36s

1560

0.0355