Reducing multiclass to binary by coupling probability estimates.
Bianca ZadroznyPublished in: NIPS (2001)
Keyphrases
- probability estimates
- multi class
- binary classifiers
- cost sensitive
- class probabilities
- binary classification
- error correcting output codes
- multiclass problems
- multiclass learning
- multi class classification
- multiclass classification
- binary classification problems
- misclassification costs
- support vector machine
- pairwise
- class probability estimates
- cross validation
- base classifiers
- decision trees
- feature selection
- hyperplane
- naive bayes
- training samples
- probability estimation
- data sets