Robust Cost Sensitive Support Vector Machine.
Shuichi KatsumataAkiko TakedaPublished in: AISTATS (2015)
Keyphrases
- cost sensitive
- support vector machine
- multi class
- confidence weighted
- cost sensitive learning
- misclassification costs
- binary classification
- cost sensitive classification
- class imbalance
- class distribution
- support vector
- active learning
- svm classifier
- naive bayes
- support vector machine svm
- k nearest neighbor
- feature vectors
- machine learning
- feature space
- boosting algorithms
- probability estimates
- hyperplane
- training set
- cost sensitive boosting
- error rate
- kernel function
- image classification
- pairwise