Spectral Classification of Oral and Nasal Snoring Sounds Using a Support Vector Machine.
Tsuyoshi MikamiYohichiro KojimaKazuya YonezawaMasahito YamamotoMasashi FurukawaPublished in: J. Adv. Comput. Intell. Intell. Informatics (2013)
Keyphrases
- support vector machine
- spectral features
- classification method
- classification algorithm
- support vector machine svm
- svm classifier
- support vector
- multi class
- image classification
- machine learning
- svm classification
- high classification accuracy
- feature vectors
- pattern recognition
- classification accuracy
- feature space
- training data
- generalization ability
- automatic classification
- feature selection
- machine learning algorithms
- k nearest neighbor
- classification process
- decision boundary
- hyperspectral images
- classification models
- decision forest
- multi class support vector machines