Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning.
Kanil PatelWilliam BeluchBin YangMichael PfeifferDan ZhangPublished in: CoRR (2020)
Keyphrases
- multi class
- mutual information maximization
- mutual information
- pairwise
- multiple classes
- competitive learning
- multi class classification
- binary classification
- multi class svm
- error correcting output codes
- object detection
- base classifiers
- conditional probabilities
- cost sensitive
- higher order
- feature selection
- multi class classifier
- computer vision
- machine learning
- support vector machine
- classification accuracy
- binary classifiers
- bayesian networks
- training data
- image processing
- multi class boosting