Transductive Reliability Estimation for Kernel Based Classifiers.
Dimitris TzikasMatjaz KukarAristidis LikasPublished in: IDA (2007)
Keyphrases
- support vector
- svm classifier
- support vector machine
- training data
- kernel machines
- classification systems
- decision trees
- video concept detection
- multiple kernel learning
- machine learning algorithms
- logistic regression
- linear classifiers
- kernel logistic regression
- text classification
- multi category
- semi supervised learning
- kernel function
- supervised classification
- ensemble learning
- kernel methods
- ensemble classifier
- naive bayes
- transductive learning
- semi supervised
- test set
- feature selection
- training set
- support vectors
- machine learning
- kernel pca
- binary classification tasks
- binary classification
- roc curve
- classification algorithm
- training examples
- training samples
- unlabeled data
- labeled data
- feature set
- supervised learning
- learning algorithm