The influence of feature selection methods on exercise classification with inertial measurement units.
Martin A. O'ReillyWilliam JohnstonCillian BuckleyDarragh WhelanBrian CaulfieldPublished in: BSN (2017)
Keyphrases
- machine learning
- pattern recognition
- classification method
- classification accuracy
- classification systems
- pattern classification
- image classification
- neural network
- object classification
- classification scheme
- automatic classification
- benchmark data sets
- machine learning methods
- text classification
- preprocessing
- decision trees
- supervised learning
- automated classification
- benchmark datasets
- class labels
- classification process
- feature vectors
- training set
- support vector
- feature extraction
- statistical classification
- real time
- genetic algorithm
- kalman filter
- decision rules
- support vector machine
- nearest neighbor