Multi-class AUC metrics and weighted alternatives.
Ben Van CalsterVanya Van BelleGeorge CondousTom BourneDirk TimmermanSabine Van HuffelPublished in: IJCNN (2008)
Keyphrases
- multi class
- binary and multi class
- feature selection
- binary classification tasks
- multi class classification
- pairwise
- probability estimation
- cost sensitive
- object detection
- multiple classes
- multi class classifier
- model selection
- class distribution
- support vector machine
- class probabilities
- binary classification
- multiclass classification
- logistic regression
- roc curve
- base classifiers
- multi class boosting
- decision trees
- multi class svm
- multiclass problems
- multi class object detection
- machine learning
- k nearest neighbor
- support vector
- learning algorithm
- binary classifiers
- error correcting output codes
- information gain
- naive bayes
- classification accuracy