From: Object detection using ensemble of linear classifiers with fuzzy adaptive boosting
Types of initial weights | With 10 weak classifiers | With 30 weak classifiers |
---|---|---|
Same weights | 80.8% | 92.6% |
Random weights 1 | 72.5% | 91.2% |
Random weights 2 | 78.1% | 91.7% |
Random weights 3 | 81.1% | 92.7% |
Proposed weights | 82.4% | 93.3% |