Induction of Classifiers through Non-Parametric Methods for Approximate Classification and Retrieval with Ontologies.
Nicola FanizziClaudia d'AmatoFloriana EspositoPublished in: Int. J. Semantic Comput. (2008)
Keyphrases
- classification systems
- classification method
- machine learning methods
- robust classification
- accurate classification
- multiclass classification
- machine learning algorithms
- support vector
- majority voting
- benchmark datasets
- decision trees
- k nearest neighbour
- support vector machine
- neural networks and support vector machines
- classification models
- classification algorithm
- classification accuracy
- relevance feedback
- information retrieval
- higher classification accuracy
- multiple classifiers
- classifier combination
- training set
- feature vectors
- cross validation
- classifier ensemble
- classification process
- supervised classification
- training samples
- naive bayes classifier
- text classifiers
- supervised learning
- retrieval method
- information retrieval systems
- multiple classifier systems
- feature extraction
- class labels
- discriminant functions
- multi category
- confusion matrix
- svm classifier