Parkinson's Disease Classification using Pitch Synchronous Speech Segments and Fine Gaussian Kernels based SVM.
Sai Bharadwaj AppakayaRavi SankarPublished in: EMBC (2020)
Keyphrases
- support vector machine svm
- support vector
- gaussian kernels
- support vector machine
- feature vectors
- kernel function
- classification algorithm
- svm classifier
- feature space
- classification method
- gaussian kernel
- multiple kernel learning
- decision trees
- feature selection
- multi class classification
- pattern recognition
- classification accuracy
- supervised learning
- model selection
- machine learning
- text classification
- high dimensional feature space
- knn
- kernel learning
- learning rate
- speech segments
- training set
- binary classification
- hyperplane
- cost sensitive
- training samples
- k nearest neighbor
- support vectors
- hidden markov models
- radial basis function
- multi class
- kernel principal component analysis