Electroencephalogram Stress Classification of Single Electrode using K-means Clustering and Support Vector Machine.
Tee Yi WenSiti Armiza Mohd ArisSiti Zura A. JalilSahnius Bt UsmanPublished in: ICSIPA (2021)
Keyphrases
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- training set
- classification method
- feature space
- classification algorithm
- feature vectors
- machine learning
- svm classification
- generalization ability
- classification systems
- eeg signals
- text classification
- decision boundary
- classification accuracy
- high classification accuracy
- k nearest neighbor
- benchmark datasets
- feature selection
- pattern recognition
- feature extraction
- decision trees
- automatic classification
- support vector regression
- small sample
- ensemble classifier
- svm training
- data sets
- classification scheme
- multi class support vector machines
- feature set
- learning algorithm
- training data
- preprocessing
- multi class
- pattern classification
- image classification
- machine learning algorithms
- decision rules
- classification rules
- nearest neighbor
- kernel methods
- eeg data
- decision forest
- soft margin
- radial basis function
- dimension reduction
- hyperplane