Cost-Sensitive Classifier Evaluation Using Cost Curves.
Robert C. HolteChris DrummondPublished in: PAKDD (2008)
Keyphrases
- cost sensitive
- cost sensitive classification
- cost sensitive learning
- misclassification costs
- multi class
- class probabilities
- probability estimates
- binary classification
- class dependent
- support vector machine
- class distribution
- naive bayes
- class imbalance
- active learning
- decision trees
- binary classifiers
- confidence weighted
- expected cost
- feature space
- support vector
- training data
- base classifiers
- pairwise
- boosting algorithms
- training set
- classifier combination
- neural network
- data sets