Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach.
Fares Al-ShargieTong Boon TangNasreen BadruddinMasashi KiguchiPublished in: Medical Biol. Eng. Comput. (2018)
Keyphrases
- multi class
- support vector machine svm
- support vector
- support vector machine
- multi class classification
- multiclass classification
- feature selection
- error correcting output codes
- svm classification
- svm classifier
- knn
- feature vectors
- kernel function
- multi class svm
- feature space
- mental states
- signal processing
- event related
- training data
- error correcting output coding
- eeg signals
- hyperplane
- response time
- support vectors
- ls svm
- training set
- brain computer interface
- binary classification
- multiclass problems
- similarity measure
- neural network