Support vector machines for automated gait classification.
Rezaul K. BeggMarimuthu PalaniswamiBrendan OwenPublished in: IEEE Trans. Biomed. Eng. (2005)
Keyphrases
- support vector
- classification accuracy
- learning machines
- large margin classifiers
- support vector machine
- feature selection
- svm classifier
- generalization ability
- automated classification
- cross validation
- decision trees
- pattern recognition
- text classification
- feature vectors
- feature extraction
- classification method
- training set
- classification scheme
- svm classification
- image classification
- logistic regression
- soft margin
- sequential minimal optimization
- gender classification
- feature analysis
- automated analysis
- maximum margin
- automatic classification
- pattern classification
- radial basis function
- data sets
- kernel function
- model selection