Parkinson's Disease tremor classification - A comparison between Support Vector Machines and neural networks.
Song PanSerdar IplikciKevin WarwickTipu Z. AzizPublished in: Expert Syst. Appl. (2012)
Keyphrases
- support vector
- neural network
- classification accuracy
- pattern recognition
- support vector machine
- large margin classifiers
- cross validation
- svm classifier
- learning machines
- generalization ability
- machine learning
- classification method
- feature selection
- fuzzy logic
- radial basis function
- image classification
- training set
- feature extraction
- kernel methods
- genetic algorithm
- decision function
- svm classification
- multi class classification
- binary classification
- decision trees
- classification models
- logistic regression
- text classification
- classification rules
- classification scheme
- feature space
- loss function
- training examples
- supervised learning