HD-EMG Electrode Count and Feature Selection Influence on Pattern-based Movement Classification Accuracy.
Jaime E. LaraNiranchan PaskaranandavadivelLeo K. ChengPublished in: EMBC (2020)
Keyphrases
- feature selection
- classification accuracy
- selected features
- feature subset
- feature set
- naive bayes
- feature space
- support vector
- improvement in classification accuracy
- text categorization
- text classification
- machine learning
- mutual information
- irrelevant features
- training data
- terms of classification accuracy
- multi task
- dimensionality reduction
- support vector machine
- feature reduction
- trajectory data
- high dimensionality
- electric field
- instance selection
- feature selection algorithms
- information gain
- classification models
- real time
- method for feature selection
- wrapper feature selection
- accurate classification
- bayesian network classifiers
- small sample
- data reduction
- microarray data
- unsupervised learning
- multi class
- feature vectors
- training set
- feature extraction