Cost-Sensitive Support Vector Machines
Hamed Masnadi-ShiraziNuno VasconcelosArya IranmehrPublished in: CoRR (2012)
Keyphrases
- cost sensitive
- large margin classifiers
- multi class
- binary classification
- support vector
- misclassification costs
- support vector machine
- cost sensitive learning
- active learning
- cost sensitive classification
- class distribution
- class imbalance
- naive bayes
- boosting algorithms
- cross validation
- multi class classification
- feature selection
- probability estimates
- kernel function
- confidence weighted
- svm classifier
- logistic regression
- neural network
- cost sensitive boosting
- binary classifiers
- multi label
- feature vectors
- pairwise
- decision trees