Committee-Based Sample Selection for Probabilistic Classifiers.
Shlomo Argamon-EngelsonIdo DaganPublished in: J. Artif. Intell. Res. (1999)
Keyphrases
- sample selection
- probabilistic classifiers
- active learning
- training data
- naive bayes
- labeled and unlabeled data
- bayesian networks
- naive bayes classifier
- support vector machine
- selection strategy
- labeled data
- unlabeled data
- learning algorithm
- meta learning
- semi supervised
- supervised learning
- training samples
- decision trees
- small number
- class labels
- multi class
- classification accuracy
- training set
- svm classification
- data sets