Improved boosting algorithms using confidence-rated predictions

Keyphrases

• Boosting Algorithm 100%
• AdaBoost 66%
• Decision Tree 66%
• Simplified Analysis 33%
• Parameter Setting 33%
• Boosting Method 33%
• Single Label 33%
• Refined Criteria 33%
• Multi-class Classification Problem 33%
• Output Coding 33%

Mathematics

• Decision Tree 100%
• Classification Problem 50%
• Weaker Hypothesis 50%