Test Strategies for Cost-Sensitive Decision Trees.
Charles X. LingVictor S. ShengQiang YangPublished in: IEEE Trans. Knowl. Data Eng. (2006)
Keyphrases
- cost sensitive
- decision trees
- cost sensitive learning
- naive bayes
- decision tree algorithm
- cost sensitive active learning
- misclassification costs
- probability estimates
- multi class
- cost sensitive classification
- class distribution
- binary classification
- base classifiers
- active learning
- confidence weighted
- machine learning
- test data
- class imbalance
- support vector machine
- text classification
- image classification
- classification accuracy
- machine learning algorithms
- training data
- learning algorithm
- data mining