On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation.
Harikrishna NarasimhanShivani AgarwalPublished in: NIPS (2013)
Keyphrases
- binary classification
- bipartite ranking
- binary classifiers
- multi class
- support vector
- learning problems
- cost sensitive
- multiclass classification
- multi class classification
- generalization error
- multi label
- support vector machine
- prediction accuracy
- class imbalance
- ensemble methods
- machine learning algorithms
- cross validation
- learning algorithm
- active learning
- classification accuracy
- machine learning methods
- text classification