Apport des traitements morphosyntaxiques pour l'alignement des définitions par une classification SVM.
Laura DiosanAlexandrina RogozanJean-Pierre PécuchetPublished in: EGC (2008)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- classification method
- svm classification
- generalization ability
- feature selection
- feature vectors
- training set
- classification accuracy
- multi class svm
- machine learning
- improves the classification accuracy
- decision trees
- multi class
- feature space
- pattern recognition
- multi class classification
- pattern classification
- support vector machine classifiers
- high classification accuracy
- partially supervised
- text classifiers
- text classification
- unbalanced data
- image classification
- neural network
- train a support vector machine
- multiple kernel learning
- cost sensitive
- class labels
- machine learning algorithms
- kernel function
- k nearest neighbor
- knn