Efficient multiclass boosting classification with active learning

Keyphrases

• Active Learning Framework 20%
• Active Sample Selection 20%
• Boosting Classification 100%
• Boosting Learning 80%
• Class Classification 20%
• Exponential Loss 20%
• Fast Training 20%
• Gentle AdaBoost Algorithm 20%
• Multi-class Classification Algorithm 40%
• Multiclass Boosting 100%
• Numerical Superiority 20%
• Query by Committee 40%
• Structural Equivalence 20%

Computer Science

• Adaboost Algorithm 33%
• Class Classification 33%
• Computation Complexity 33%
• Generalized Query 33%
• Structural Equivalence 33%