Convex Risk Minimization and Conditional Probability Estimation.
Matus TelgarskyMiroslav DudíkPublished in: COLT (2015)
Keyphrases
- risk minimization
- probability estimation
- empirical risk
- loss function
- decision trees
- multi class classification
- hinge loss
- naive bayes
- generalization error
- classification trees
- classification algorithm
- machine learning
- roc curve
- classification models
- conditional random fields
- transaction costs
- text classification
- feature selection