Optimization of sEMG Classification Model Based on Correlation Analysis and Feature Selection.
Zhengzhen LiKe LiJinping LiNa WeiPublished in: ICARM (2020)
Keyphrases
- correlation analysis
- feature selection
- classification accuracy
- support vector machine
- support vector
- text classification
- feature set
- classification models
- machine learning
- high dimensionality
- text categorization
- feature selection algorithms
- decision trees
- feature space
- pattern recognition
- feature extraction
- model selection
- pattern classification
- regression analysis
- discriminative features
- correlation coefficient
- method for feature selection
- classification method
- support vector machine svm
- unsupervised learning
- databases
- machine learning methods
- feature subset
- irrelevant features
- cluster analysis
- training data
- factor analysis
- image processing
- learning algorithm
- spatial autocorrelation
- data sets