Table 9 Detection rate of Log AdaBoost with different robust losses on the CPLID dataset.
From: Insulator detection in transmission line based on Log AdaBoost
Loss function | 20 FP | 40 FP | 60 FP | 80 FP | 100 FP | 110 FP |
|---|---|---|---|---|---|---|
Polylog | 48.91% | 77.14% | 84.79% | 91.43% | 96.43% | 98.57% |
Huber | 44.51% | 72.38% | 80.37% | 88.42% | 95.81% | 96.84% |
Tukey biweight | 42.89% | 69.53% | 79.32% | 86.67% | 93.11% | 96.33% |
