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Table 4 Comparison of correct classification rates with differential initial weights

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%