Active learning for logistic regression: an evaluation.
Andrew I. ScheinLyle H. UngarPublished in: Mach. Learn. (2007)
Keyphrases
- logistic regression
- active learning
- email spam filtering
- credit scoring
- predictive power
- decision trees
- random forests
- support vector
- linear support vector machines
- naive bayes
- breast cancer
- generalized linear models
- logistic regression models
- chi square
- odds ratio
- loss function
- training data
- fold cross validation
- training examples
- information retrieval
- class membership probabilities
- predictor variables
- nonlinear models
- linear svm
- information extraction
- feature space
- text classification
- semi supervised