Classification supervisée et non supervisée en grande dimension.
Charles BouveyronStéphane GirardPublished in: Monde des Util. Anal. Données (2009)
Keyphrases
- classification accuracy
- machine learning
- classification scheme
- decision trees
- support vector
- unsupervised learning
- document classification
- classification models
- pattern classification
- classification algorithm
- benchmark datasets
- text classification
- training set
- preprocessing
- pattern recognition
- accuracy rate
- correct classification
- pairwise
- feature vectors
- supervised learning
- classification systems
- classification process
- classification method
- data mining
- automatic classification
- supervised classification
- classification rate
- model selection
- incremental learning
- cross validation
- database
- support vector machine
- feature space
- feature extraction
- feature selection
- data sets