Comparison of SVM and ANFIS for Snore Related Sounds Classification by Using the Largest Lyapunov Exponent and Entropy.
Haydar AnkishanDerya YilmazPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- svm classification
- classification algorithm
- feature selection
- feature vectors
- generalization ability
- classification method
- training set
- machine learning
- improves the classification accuracy
- pattern recognition
- decision trees
- feature space
- fuzzy support vector machine
- high classification accuracy
- multi class classification
- multi class svm
- spectral features
- model selection
- multiclass support vector machines
- training data
- classification accuracy
- partially supervised
- classification performances
- decision boundary
- artificial neural networks
- classification models
- mutual information
- supervised learning
- multi class
- knn
- pattern classification
- radial basis function
- cross validation
- class labels
- text classification
- image classification
- feature set
- fuzzy logic