Optimal Probability Estimation with Applications to Prediction and Classification.
Jayadev AcharyaAshkan JafarpourAlon OrlitskyAnanda Theertha SureshPublished in: COLT (2013)
Keyphrases
- probability estimation
- decision trees
- multi class classification
- classification accuracy
- naive bayes
- classification trees
- roc curve
- classification algorithm
- image classification
- support vector
- support vector machine
- probability estimates
- machine learning
- feature extraction
- prediction accuracy
- feature space
- k nearest neighbor
- text classification
- decision rules
- feature set
- machine learning methods
- prediction model
- classification models
- evaluation measures
- multi class
- class imbalance
- learning algorithm
- information retrieval