A Reduction to Binary Approach for Debiasing Multiclass Datasets.
Ibrahim M. AlabdulmohsinJessica SchrouffSanmi KoyejoPublished in: NeurIPS (2022)
Keyphrases
- multi class
- binary classification problems
- binary classifiers
- multiclass learning
- error correcting output codes
- multi class svms
- multiclass classification
- binary and multi class
- support vector machine
- binary classification
- multi class classification
- cost sensitive
- multiclass problems
- pairwise
- multiple classes
- multiclass support vector machines
- base classifiers
- feature selection
- binary classification tasks
- boosting algorithms
- benchmark datasets
- error correcting output coding
- image classification
- feature space
- data mining
- data sets