Transforming classifier scores into accurate multiclass probability estimates.
Bianca ZadroznyCharles ElkanPublished in: KDD (2002)
Keyphrases
- probability estimates
- multi class
- binary classifiers
- cost sensitive
- class probabilities
- class probability estimates
- multiclass classification
- misclassification costs
- multi class classification
- probability estimation
- binary classification
- decision trees
- support vector machine
- multiclass problems
- pairwise
- classification models
- error correcting output codes
- feature selection
- naive bayes
- roc curve
- class distribution
- binary classification problems
- posterior probability
- probability density function
- cross validation
- training samples
- training data
- data sets