Epilepsy EEG Classification Based on Convolution Support Vector Machine.
Qi XinShaohai HuShuaiqi LiuXiaole MaHui LvYu-Dong ZhangPublished in: J. Medical Imaging Health Informatics (2021)
Keyphrases
- support vector machine
- eeg signals
- eeg data
- svm classifier
- support vector
- classification algorithm
- support vector machine svm
- classification method
- multi class
- high classification accuracy
- feature selection
- classification accuracy
- feature vectors
- small sample
- decision boundary
- pattern recognition
- kernel methods
- machine learning
- pattern classification
- signal processing
- training set
- feature space
- healthy subjects
- feature extraction
- generalization ability
- image processing
- gaussian kernel
- decision forest
- structured output
- decision trees
- training data
- brain computer interface
- text classification
- multiclass classification
- svm classification