Improve the generalization of the cross-task emotion classifier using EEG based on feature selection and SVR.
Shuang LiuWenyi WuSiyu ZhaiXiaoya LiuYufeng KeXingwei AnDong MingPublished in: iCAST (2019)
Keyphrases
- feature selection
- support vector machine
- support vector
- feature set
- feature space
- text classification
- feature selection algorithms
- bayesian classifier
- machine learning
- feature extraction
- support vector regression
- dimensionality reduction
- feature subset
- feature selection and classifier
- input features
- instance selection
- small sample
- support vector classification
- data sets
- decision trees
- training data
- training set
- model selection
- brain computer interface
- classification performances
- physiological signals
- feature vectors
- classification accuracy
- multi class
- feature weighting
- text categorization
- mutual information
- classification models
- semi supervised learning
- classification algorithm
- svm classifier
- regression model
- kernel function