Gaits Classification of Normal vs. Patients by Wireless Gait Sensor and Support Vector Machine (SVM) Classifier.
Taro NakanoBhargava Teja NukalaJerry TsaySteven ZupancicAmanda RodriguezDonald Y. C. LieJerry LopezTam Q. NguyenPublished in: Int. J. Softw. Innov. (2017)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- svm classification
- image classification
- feature vectors
- linear discriminant classifier
- kernel function
- classification method
- generalization ability
- gait recognition
- training set
- feature space
- hyperplane
- feature selection
- training data
- support vectors
- classification algorithm
- gait analysis
- k nearest neighbor
- wearable sensors
- machine learning
- decision function
- support vector machine classifier
- reduced set
- kernel methods
- feature extraction
- sensor networks
- high dimensional
- decision boundary
- legged robots
- nearest neighbor
- multi class
- object recognition
- knn
- standard svm
- pairwise
- dimension reduction
- classification accuracy
- human identification
- fold cross validation
- data sets
- decision trees