Classification of 17 voluntary movements using principal component analysis for myoelectric prosthetic hand.
Emi NakanishiTrongmun JiralerspongAsuka KambayashiJun IshikawaPublished in: SMC (2016)
Keyphrases
- principal component analysis
- classification accuracy
- dimension reduction
- feature selection
- feature extraction
- classification systems
- automatic classification
- image classification
- feature space
- decision trees
- pattern recognition
- covariance matrix
- machine learning
- support vector
- support vector machine svm
- training set
- classification models
- classification method
- classification algorithm
- svm classifier
- text classification
- dimensionality reduction
- class labels
- machine learning algorithms
- text categorization
- cost sensitive
- feature set
- classification scheme
- evolutionary algorithm