Combined Influence of Classifiers, Window Lengths and Number of Channels on EMG Pattern Recognition for Upper Limb Movement Classification.
Anyuan ZhangNing GaoLiang WangQi LiPublished in: CISP-BMEI (2018)
Keyphrases
- pattern recognition
- classification systems
- machine learning
- decision trees
- feature selection
- pattern classification
- support vector
- classification algorithm
- support vector machine svm
- multiple classifiers
- image processing
- classification rate
- classification models
- classification method
- rule based classifier
- svm classifier
- feature set
- support vector machine
- training set
- neural network
- multi category
- classification accuracy
- classification process
- multiple classifier systems
- multiclass classification
- classification decisions
- combining classifiers
- accurate classifiers
- learning algorithm
- individual classifiers
- classifier combination
- accurate classification
- machine learning algorithms
- computer vision
- training data
- supervised learning
- sliding window
- class labels