Une approche ensembliste inspirée du boosting en classification non supervisée.
Romain BillotHenri-Maxime SuchierStéphane LallichPublished in: EGC (2008)
Keyphrases
- feature selection
- automatic classification
- pattern recognition
- feature vectors
- classification accuracy
- machine learning
- machine learning methods
- classification method
- weak learners
- classification systems
- machine learning algorithms
- support vector machine
- feature set
- majority voting
- support vector machine svm
- multiclass classification
- class labels
- classification scheme
- pattern classification
- cost sensitive
- classification models
- generalization ability
- data sets
- learning algorithm
- feature extraction
- ensemble methods
- feature space
- training set
- active learning
- image classification
- supervised learning