Classification of yoga, meditation, combined yoga-meditation EEG signals using L-SVM, KNN, and MLP classifiers.
A. RajalakshmiS. S. SridharPublished in: Soft Comput. (2024)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- eeg signals
- knn classifier
- classification method
- support vector machine svm
- multi layer perceptron
- majority voting
- svm classifier
- support vector machine
- nearest neighbor
- support vector
- knn algorithm
- feature selection
- neural network
- text classification
- nearest neighbor algorithm
- binary classification tasks
- text categorization
- distance function
- decision trees
- radial basis function
- fold cross validation
- nearest neighbour
- feature reduction
- machine learning
- signal processing
- brain computer interface
- extracted features
- linear discriminant classifier
- kernel density estimators
- decision boundary
- artificial neural networks
- pattern recognition
- knn classification
- multilayer perceptron
- generalization ability
- training samples
- labeled data
- positive and negative
- feature set
- training set
- training data
- feature extraction