Classification of cross-section area of spinal canal on kernel-based support vector machine.
Chao-Cheng WuHsiao-Chi LiYung-Hsiao ChiangJiannher LinPublished in: SMC (2012)
Keyphrases
- support vector machine
- cross section
- support vector
- svm classifier
- classification method
- multi class
- cross sectional
- feature selection
- cross sections
- svm classification
- feature space
- classification algorithm
- support vector machine svm
- feature vectors
- machine learning
- kernel methods
- generalization ability
- training data
- decision boundary
- soft margin
- training set
- kernel function
- multi category
- classification accuracy
- knn
- k nearest neighbor
- spinal cord
- multiple kernel learning
- small sample
- pattern classification
- decision trees
- high classification accuracy
- multi class support vector machines