Une étude d'algorithmes de classification supervisée basée sur les treillis de Galois.
Huaiyu FuHuaiguo FuPatrick NjiwouaEngelbert Mephu NguifoPublished in: EGC (2004)
Keyphrases
- pattern recognition
- classification accuracy
- support vector
- support vector machine svm
- classification algorithm
- automatic classification
- classification method
- feature vectors
- decision trees
- pattern classification
- machine learning
- classification systems
- document classification
- object classification
- machine learning methods
- machine learning algorithms
- classification process
- feature selection
- training set
- feature extraction
- preprocessing
- classification rules
- data sets
- neural network
- classification rate
- genetic algorithm
- classification models
- dimensionality reduction
- feature space
- artificial neural networks
- cross validation
- svm classifier
- class labels
- knowledge discovery