Comparison of Walking Protocols and Gait Assessment Systems for Machine Learning-Based Classification of Parkinson's Disease.
Rana Zia Ur RehmanSilvia Del DinJian Qing ShiBrook GalnaSue LordAlison J. YarnallYu GuanLynn RochesterPublished in: Sensors (2019)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- classification systems
- decision trees
- support vector machine
- text classification
- classification algorithm
- feature selection
- supervised machine learning
- machine learning algorithms
- model selection
- classification accuracy
- machine learning approaches
- supervised classification
- learning systems
- image classification
- unsupervised learning
- distributed systems
- pattern classification
- human gait
- computer vision
- support vector
- learning algorithm
- feature vectors
- communication protocols
- biped robot
- data mining
- feature set
- supervised learning
- classification method
- information extraction