A multiclass/multilabel document categorization system: Combining multiple classifiers in a reduced dimension.
Ana ZelaiaIñaki AlegriaOlatz ArregiBasilio SierraPublished in: Appl. Soft Comput. (2011)
Keyphrases
- combining multiple
- multi label
- multi class
- text categorization
- binary classification
- multiclass classification
- multi label classification
- binary classifiers
- feature selection
- class labels
- naive bayes
- text classification
- meta learning
- learning tasks
- cost sensitive
- graph cuts
- multi class classification
- image classification
- document classification
- k nearest neighbor
- support vector machine
- pairwise
- machine learning algorithms
- knn
- training set
- base classifiers
- support vector
- training data
- text documents
- classification algorithm
- learning problems
- multi task
- dimensionality reduction
- text mining
- svm classifier
- training examples
- semi supervised learning
- feature set
- feature vectors