AUCμ: A Performance Metric for Multi-Class Machine Learning Models.
Ross KleimanDavid PagePublished in: ICML (2019)
Keyphrases
- multi class
- machine learning models
- machine learning algorithms
- binary and multi class
- spam filtering
- feature selection
- binary classification tasks
- machine learning approaches
- multi class classification
- support vector machine
- probability estimation
- machine learning
- multiple classes
- pairwise
- multi class boosting
- multi class classifier
- learning algorithm
- class distribution
- decision trees
- logistic regression
- classification accuracy
- naive bayes
- learning models
- binary classifiers
- predictive model
- cost sensitive
- binary classification
- machine learning methods
- learning problems
- error correcting output codes
- roc curve
- base classifiers
- image classification
- multi class problems
- training data
- similarity measure