Sélection de modèles par des méthodes à noyaux pour la classification de données séquentielles.
Trinh Minh Tri DoThierry ArtièresPatrick GallinariPublished in: EGC (2005)
Keyphrases
- classification accuracy
- pattern classification
- machine learning
- text classification
- classification systems
- classification method
- pattern recognition
- classification models
- classification scheme
- decision trees
- data sets
- feature space
- automatic classification
- image classification
- document classification
- classification process
- classification algorithm
- svm classifier
- machine learning algorithms
- feature extraction
- supervised learning
- support vector
- support vector machine svm
- preprocessing
- training set
- search engine
- information systems
- classification rate
- bayesian networks
- benchmark data sets
- machine learning methods
- feature vectors
- model selection
- class labels
- benchmark datasets
- unsupervised learning