A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control.
Levi J. HargroveKevin B. EnglehartBernard HudginsPublished in: Biomed. Signal Process. Control. (2008)
Keyphrases
- pattern recognition
- feature extraction
- pattern recognition problems
- pattern classification
- machine learning
- supervised learning
- support vector machine svm
- training set
- training samples
- training phase
- image analysis
- automatic classification
- pattern analysis
- computer vision
- training process
- classification algorithm
- boundary conditions
- neural network
- decision trees
- image processing
- signal processing
- labelled data
- class labels
- classification accuracy
- multi layer perceptron
- control system
- classification systems
- avoid overfitting
- text classification
- data sets
- feature selection
- training algorithm
- training data
- control method
- motion estimation
- test set
- training examples