Boosting conditional probability estimators

Keyphrases

• Conditional Probability 100%
• Boosting Algorithm 100%
• Probability Estimator 100%
• High Probability 50%
• Order of Accuracy 50%
• Underlying Distribution 50%
• Oracle 50%
• Agnostic 50%
• Conditional Distribution 50%
• Dimension-free 50%
• Generalization Guarantees 50%
• Distribution-free 50%
• Multiclass Models 50%
• Strong Learner 50%
• Risk Bounds 50%
• Free Formulation 50%

Mathematics

• Conditional Probability 100%
• Probability Theory 50%
• Underlying Distribution 50%
• Conditional Distribution 50%