Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information.
Yanbing XueMilos HauskrechtPublished in: FLAIRS Conference (2018)
Keyphrases
- multi class classifiers
- active learning
- multi class
- multi class svm
- confusion matrices
- random sampling
- training set
- machine learning
- semi supervised
- learning process
- learning algorithm
- confusion matrix
- generalization error
- unlabeled data
- labeled data
- supervised learning
- class imbalance
- binary classification
- support vector
- training data
- decision trees
- learning experience
- semi supervised learning
- binary classification problems