AUC dominant unsupervised ensemble of binary classifiers.
Priyanka AgrawalVikas C. RaykarAmrita SahaPublished in: SDM (2014)
Keyphrases
- binary classifiers
- multi class
- probability estimates
- class probability estimates
- binary classification problems
- binary classification
- base classifiers
- class probabilities
- multi class learning
- class distribution
- feature selection
- training samples
- cross validation
- ensemble methods
- training set
- model selection
- multi class classification
- error correcting output codes
- learning algorithm
- unsupervised learning
- supervised learning
- multiclass problems
- hyperplane
- decision trees
- probability estimation
- training data
- roc curve
- cost sensitive
- classification accuracy
- generalization error
- upper bound
- pairwise
- semi supervised
- neural network
- svm classifier
- learning problems
- active learning
- ls svm