Combined classification and regression for simultaneous and proportional EMG control of wrist forces.
Mohammad Hossein ShahmoradiMohammad Ali AkhaeeMaryam S. MirianPublished in: EUSIPCO (2015)
Keyphrases
- classification accuracy
- model selection
- support vector
- image classification
- pattern recognition
- pattern classification
- classification scheme
- eeg signals
- text classification
- classification algorithm
- regression problems
- preprocessing
- multi variate
- decision trees
- mercer kernels
- regression model
- neural network
- feature set
- control system
- feature space
- feature extraction
- machine learning
- support vector machine svm
- cross validation
- supervised learning
- classification method
- knn
- linear regression
- classification models
- automatic classification
- regression analysis
- training set
- k nearest neighbour