Approche de sélection d’attributs pour la classification basée sur l’algorithme RFE-SVM.
Yahya SlimaniMohamed Amir EsseghirMouhamadou Lamine SambFodé CamaraSamba NdiayePublished in: ARIMA J. (2014)
Keyphrases
- support vector machine
- support vector machine svm
- support vector
- svm classifier
- classification method
- classification algorithm
- feature vectors
- classification accuracy
- feature selection
- improves the classification accuracy
- multi class classification
- training process
- svm classification
- generalization ability
- pattern recognition
- feature space
- terms of classification accuracy
- text classification
- machine learning
- pattern classification
- support vector machine classifiers
- image classification
- recursive feature elimination
- feature extraction
- training set
- decision boundary
- multiclass support vector machines
- partially supervised
- neural network
- fold cross validation
- benchmark datasets
- knn
- cost sensitive
- supervised learning
- radial basis function
- multi class
- classification models
- hyperplane
- benchmark data sets
- training data
- decision forest
- high classification accuracy
- decision trees
- k nearest neighbor
- unbalanced data
- machine learning algorithms
- class labels