Cost-Sensitive Learning of SVM for Ranking.
Jun XuYunbo CaoHang LiYalou HuangPublished in: ECML (2006)
Keyphrases
- cost sensitive learning
- cost sensitive
- probability estimation
- multi class classification
- misclassification costs
- binary classification
- multi class
- support vector
- support vector machine svm
- support vector machine
- class imbalance
- class distribution
- missing values
- decision trees
- training set
- svm classifier
- classification algorithm
- feature selection
- active learning
- kernel function
- ranking functions
- rule extraction
- machine learning
- learning to rank
- naive bayes
- feature vectors
- neural network
- logistic regression
- knn