Thresholding for Making Classifiers Cost-sensitive.
Victor S. ShengCharles X. LingPublished in: AAAI (2006)
Keyphrases
- cost sensitive
- naive bayes
- multi class
- class probabilities
- cost sensitive learning
- misclassification costs
- boosting algorithms
- binary classification
- probability estimates
- cost sensitive classification
- linear classifiers
- decision trees
- confidence weighted
- binary classifiers
- svm classifier
- support vector machine
- class distribution
- classification accuracy
- support vector
- training set
- active learning
- class imbalance
- feature selection
- training data
- test set
- text classification
- base classifiers
- neural network
- learning environment
- roc curve
- classification models
- information extraction
- classification algorithm
- pairwise
- image processing
- text categorization