Estimating Class Membership Probabilities using Classifier Learners.
John LangfordBianca ZadroznyPublished in: AISTATS (2005)
Keyphrases
- class membership probabilities
- probability estimates
- class membership
- logistic regression
- feature selection
- decision trees
- training data
- multiclass classification
- class labels
- feature set
- learning process
- cost sensitive
- training dataset
- class probabilities
- feature space
- naive bayes
- training examples
- support vector machine
- classification algorithm
- decision boundary
- learning algorithm
- machine learning
- pattern classification
- roc curve
- probabilistic model