Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration.
Meelis KullMiquel Perelló-NietoMarkus KängseppTelmo de Menezes e Silva FilhoHao SongPeter A. FlachPublished in: CoRR (2019)
Keyphrases
- multi class
- class probabilities
- cost sensitive
- multi class classification
- multiclass classification
- multiclass problems
- pairwise
- support vector machine
- binary classification
- feature selection
- multiclass support vector machines
- cost sensitive classification
- probability estimates
- binary classifiers
- perceptron algorithm
- error correcting output codes
- data mining
- multiclass svm
- multiple classes
- cross validation
- text categorization
- em algorithm
- training data
- machine learning