Choix des conclusions et validation des règles issues d'arbres de classification.
Vincent PisettaGilbert RitschardDjamel A. ZighedPublished in: EGC (2007)
Keyphrases
- classification accuracy
- pattern recognition
- image classification
- text classification
- pattern classification
- document classification
- classification algorithm
- automatic classification
- support vector
- machine learning
- classification models
- artificial neural networks
- feature extraction
- accurate classification
- object classification
- database
- support vector machine svm
- neural network
- classification systems
- training samples
- correct classification
- benchmark data sets
- feature subset
- machine learning methods
- decision rules
- unsupervised learning
- nearest neighbor
- search engine
- data sets