Support vector machine for classification of walking conditions using miniature kinematic sensors.
Hong-Yin LauRaymond Kai-Yu TongHailong ZhuPublished in: Medical Biol. Eng. Comput. (2008)
Keyphrases
- support vector machine
- svm classifier
- support vector
- support vector machine svm
- classification method
- decision boundary
- machine learning
- feature vectors
- classification accuracy
- feature selection
- high classification accuracy
- training data
- pattern recognition
- generalization ability
- svm classification
- multi class
- sensor networks
- feature extraction
- automatic classification
- classification algorithm
- data fusion
- decision trees
- pattern classification
- class labels
- feature space
- training samples
- k nearest neighbor
- image classification
- machine learning algorithms
- multi sensor
- text classification
- training set
- soft margin
- knn