Classification of squat quality with inertial measurement units in the single leg squat mobility test.
Rezvan KianifarAlex LeeSachin RainaDana KulicPublished in: EMBC (2016)
Keyphrases
- pattern recognition
- classification accuracy
- classification method
- classification systems
- machine learning methods
- automatic classification
- machine learning
- feature extraction
- support vector
- pattern classification
- support vector machine svm
- image classification
- classification rules
- classification algorithm
- decision rules
- test cases
- quality measures
- classification process
- feature vectors
- fold cross validation
- decision trees
- feature selection
- statistical classification
- machine learning algorithms
- data quality
- mobile agents
- model selection
- text classification
- support vector machine
- active learning
- training set
- learning algorithm