Feature Selection Based on Layer-Wise Relevance Propagation for EEG-based MI classification.
Hyeonyeong NamJun-Mo KimTae-Eui KamPublished in: BCI (2023)
Keyphrases
- feature selection
- mutual information
- motor imagery
- classification accuracy
- support vector
- classification models
- text classification
- feature extraction
- machine learning
- text categorization
- feature set
- eeg signals
- feature space
- pattern recognition
- accurate classification
- feature subset
- method for feature selection
- classification algorithm
- feature selection algorithms
- irrelevant features
- conditional mutual information
- unsupervised learning
- training set
- supervised learning
- support vector machine
- feature reduction
- image classification
- feature vectors
- information retrieval
- high dimensionality
- model selection
- information gain
- redundant features
- informative features
- test collection
- discriminative features
- multi class
- data pre processing
- support vector classification
- knn
- bayes classifier
- feature ranking
- feature weighting
- gene selection
- classification rate
- relevance feedback
- gene expression data
- classification method
- class labels
- support vector machine svm