Classification Method of EEG Based on Evolutionary Algorithm and Random Forest for Detection of Epilepsy.
Yan FangTaisheng ZengTianrong SongPublished in: J. Medical Imaging Health Informatics (2020)
Keyphrases
- classification method
- random forest
- evolutionary algorithm
- selected features
- epileptic seizures
- random forests
- eeg signals
- decision trees
- knn
- k nearest neighbor
- text classification
- support vector machine
- support vector machine svm
- feature set
- multi label
- eeg data
- classification algorithm
- ensemble methods
- brain computer interface
- signal processing
- decision tree learning algorithms
- class labels
- base classifiers
- differential evolution
- data sets
- clustering algorithm
- feature selection
- genetic algorithm
- naive bayes
- genetic programming
- ensemble classifier
- neural network