A bagging SVM to learn from positive and unlabeled examples.
Fantine MordeletJean-Philippe VertPublished in: Pattern Recognit. Lett. (2014)
Keyphrases
- positive and unlabeled examples
- support vector machine svm
- training set
- support vector machine
- machine learning
- support vector
- text classifiers
- knn
- training data
- positive examples
- ensemble methods
- kernel function
- multi class
- feature vectors
- decision trees
- text classification
- learning algorithm
- svm classifier
- feature selection
- data sets
- prior knowledge
- prediction accuracy
- cross validation
- generalization error
- feature space