Cost-Sensitive Support Vector Machine for Semi-Supervised Learning.
Zhiquan QiYingjie TianYong ShiXiaodan YuPublished in: ICCS (2013)
Keyphrases
- cost sensitive
- semi supervised learning
- support vector machine
- multi class
- training data
- machine learning
- misclassification costs
- semi supervised
- cost sensitive learning
- unlabeled data
- svm classifier
- binary classification
- labeled data
- active learning
- support vector machine svm
- supervised learning
- class distribution
- feature selection
- support vector
- unsupervised learning
- feature vectors
- co training
- text categorization
- learning problems
- kernel methods
- naive bayes
- class imbalance
- semisupervised learning
- multiclass classification
- hyperplane
- kernel function
- learning models
- training set
- pairwise
- decision boundary
- feature space
- boosting algorithms
- decision trees
- base classifiers
- bayesian networks
- multi instance
- learning algorithm