Un modèle d'extraction de masses de croyance à partir de probabilités à postériori pour une amélioration des performances en classification supervisée.
Teh AmouhMonique Noirhomme-FraitureBenoît MacqPublished in: EGC (2010)
Keyphrases
- pattern recognition
- image classification
- classification accuracy
- feature selection
- decision trees
- automatic classification
- support vector
- classification scheme
- classification models
- machine learning algorithms
- neural network
- classification process
- classification systems
- classification method
- support vector machine svm
- text classification
- information retrieval
- feature extraction
- pattern classification
- breast cancer diagnosis
- features extraction
- data sets
- machine learning
- classification rate
- roc curve
- feature space
- feature set
- classification rules
- machine learning methods
- training set
- classification algorithm
- decision rules
- benchmark datasets
- information extraction
- multi class