Ultrasound Sensing Can Improve Continuous Classification of Discrete Ambulation Modes Compared to Surface Electromyography.
Kaitlin G. RabeMohammad Hassan JahanandishJacob R. BoehmAnn Majewicz FeyKenneth HoytNicholas P. FeyPublished in: IEEE Trans. Biomed. Eng. (2021)
Keyphrases
- terms of classification accuracy
- classification accuracy
- pattern recognition
- significant improvement
- classification rate
- text classification
- feature extraction
- classification method
- continuous data
- classification algorithm
- class labels
- data sets
- support vector machine
- classification rules
- automatic classification
- image classification
- classification models
- model selection
- continuous domains
- discrete data
- discrete variables
- machine learning algorithms
- support vector machine svm
- supervised learning
- preprocessing
- support vector
- training data
- learning algorithm
- machine learning