Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods.
Mojisola Grace AsogbonOluwarotimi Williams SamuelYanjuan GengShixiong ChenDeogratias MzurikwaoPeng FangGuanglin LiPublished in: CBS (2018)
Keyphrases
- classification accuracy
- feature space
- pattern recognition
- class labels
- pattern classification
- decision trees
- automatic classification
- cost sensitive
- support vector
- feature selection
- feature vectors
- machine learning methods
- supervised learning
- image classification
- parameter values
- classification method
- sliding window
- machine learning
- feature extraction
- maximum likelihood
- support vector machine svm
- benchmark datasets
- text classification
- markov random field
- multi class
- control system
- preprocessing
- genetic algorithm
- classification models
- neural network
- classification systems
- classification process
- window size