A method for quantitative SEMG decomposition and MUAP classification during voluntary isovelocity elbow flexion.
Jun AkazawaRyuhei OkunoPublished in: EMBC (2013)
Keyphrases
- classification method
- classification algorithm
- preprocessing
- significant improvement
- classification accuracy
- detection method
- support vector machine
- pattern classification
- cost function
- support vector machine svm
- high precision
- high accuracy
- accuracy rate
- probabilistic model
- feature extraction
- feature selection
- feature set
- machine learning
- quantitative evaluation
- pattern recognition
- classification process
- classification rate
- classification procedure
- machine learning methods
- cross validation
- svm classifier
- training samples
- unsupervised learning
- knn
- computational cost