Consistent Binary Classification with Generalized Performance Metrics.
Oluwasanmi KoyejoNagarajan NatarajanPradeep RavikumarInderjit S. DhillonPublished in: NIPS (2014)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- multi label
- multi class classification
- support vector machine
- prediction accuracy
- generalization error
- binary classifiers
- class imbalance
- ensemble methods
- model selection
- feature extraction
- markov random field
- machine learning algorithms
- learning tasks
- knn
- lower bound