Vocal Acoustic Analysis: ANN Versos SVM in Classification of Dysphonic Voices and Vocal Cords Paralysis.
João Paulo TeixeiraNuno AlvesPaula Odete FernandesPublished in: Int. J. E Health Medical Commun. (2020)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- machine learning
- classification method
- artificial neural networks
- svm classification
- generalization ability
- text classification
- improves the classification accuracy
- feature selection
- feature extraction
- feature space
- pattern recognition
- neural network
- high classification accuracy
- multiclass classification
- pattern classification
- svm classifier
- back propagation
- feature vectors
- knn
- kernel function
- binary classification
- model selection
- classification accuracy
- application of artificial neural networks
- supervised learning