A self-training approach to cost sensitive uncertainty sampling.

Alexander Liu Goo Jun Joydeep Ghosh

Published in: Mach. Learn. (2009)

Keyphrases

uncertainty sampling
cost sensitive
misclassification costs
active learning
multi class
binary classification
class distribution
class imbalance
naive bayes
probability estimates
bayesian networks
support vector machine
feature selection
data streams
empirical studies