AUC maximization linear classifier based on active learning and its application.
Guang HanChunxia ZhaoPublished in: Neurocomputing (2010)
Keyphrases
- active learning
- random sampling
- learning algorithm
- feature selection
- training set
- model selection
- learning strategies
- decision trees
- objective function
- naive bayes
- neural network
- error rate
- logistic regression
- pool based active learning
- selective sampling
- probability estimation
- experimental design
- roc curve
- training examples