IMU-Based Classification of Parkinson's Disease From Gait: A Sensitivity Analysis on Sensor Location and Feature Selection.
Carlotta CaramiaDiego TorricelliMaurizio SchmidAdriana Munoz-GonzalezJosé González-VargasFrancisco GrandasJosé Luis Pons RoviraPublished in: IEEE J. Biomed. Health Informatics (2018)
Keyphrases
- sensitivity analysis
- feature selection
- classification accuracy
- support vector
- classification models
- feature extraction
- managerial insights
- feature space
- machine learning
- text classification
- feature set
- support vector machine
- decision trees
- influence diagrams
- irrelevant features
- high dimensionality
- feature selection algorithms
- method for feature selection
- pattern recognition
- model selection
- variational inequalities
- sensor data
- classification performances
- feature subset
- discriminative features
- feature reduction
- feature ranking
- support vector machine svm
- text categorization
- dimensionality reduction
- feature vectors
- redundant features
- classification method
- svm classifier
- sensor networks