Binary Classification with Karmic, Threshold-Quasi-Concave Metrics.
Bowei YanOluwasanmi KoyejoKai ZhongPradeep RavikumarPublished in: ICML (2018)
Keyphrases
- binary classification
- multi class
- support vector
- cost sensitive
- learning problems
- multi class classification
- multi label
- support vector machine
- generalization error
- objective function
- class imbalance
- ensemble methods
- prediction accuracy
- binary classifiers
- kernel methods
- image features
- pairwise
- feature extraction
- learning algorithm
- machine learning
- data mining
- data sets