Comparing the classification performance of Bayesian linear discriminate analysis (BLDA) and support vector machine (SVM) in BCI P300-speller with familiar face paradigm.
Qi LiShengyuan MaKaiyang ShiNing GaoPublished in: CISP-BMEI (2016)
Keyphrases
- support vector machine svm
- motor imagery
- support vector machine
- brain computer interface
- svm classifier
- pattern recognition
- classification method
- generalization ability
- classification rate
- feature extraction
- knn
- svm classification
- classification accuracy
- linear discriminant analysis
- text classification
- decision trees
- linear discriminate analysis
- k nearest neighbor
- support vector
- bayesian networks
- signal processing
- human faces
- facial expressions
- gene selection
- eeg signals
- training samples
- principal component analysis
- feature vectors
- training set
- feature space