Amélioration d'une classification par filtrage des exemples mal étiquetés.
Fabrice MuhlenbachStéphane LallichDjamel A. ZighedPublished in: EGC (2002)
Keyphrases
- feature space
- classification process
- automatic classification
- decision trees
- feature set
- classification systems
- object classification
- training set
- classification scheme
- classification accuracy
- benchmark datasets
- class labels
- pattern classification
- incremental learning
- classification models
- feature vectors
- similarity measure
- machine learning methods
- training samples
- classification algorithm
- classification rules
- correct classification
- automated classification
- decision rules
- svm classifier
- machine learning
- image classification
- semi supervised
- multi class
- high dimensional
- pairwise
- preprocessing
- pattern recognition
- support vector
- feature extraction
- genetic algorithm