On the relevance of using rhythmic metrics and SVM to assess dysarthric severity.
Habiba DahmaniSid-Ahmed SelouaniNoureddine DoghmaneDouglas D. O'ShaughnessyMohamed ChetouaniPublished in: Int. J. Biom. (2014)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- knn
- feature selection
- training data
- information retrieval
- multi class
- maximum margin
- multi class classification
- feature vectors
- machine learning
- evaluation metrics
- similarity metrics
- svm classification
- support vectors
- generalization ability
- decision function
- classification method
- test collection
- classification algorithm
- radial basis function
- cost sensitive
- logistic regression
- ls svm
- kernel function
- relevance feedback
- artificial neural networks
- training set
- feature space
- feature extraction