Classification Research on Syndromes of TCM Based on SVM.
Chunming XiaFeng DengYiqin WangZhaoxia XuGuoping LiuJin XuHelge GewissPublished in: BMEI (2009)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- classification method
- svm classifier
- machine learning
- improves the classification accuracy
- feature vectors
- feature selection
- svm classification
- pattern recognition
- training set
- knn
- classification accuracy
- unbalanced data
- support vector machine classifiers
- generalization ability
- multi class
- partially supervised
- traditional chinese medicine
- cost sensitive
- text classification
- decision boundary
- supervised learning
- high classification accuracy
- structured output
- image classification
- decision trees
- training process
- pattern classification
- radial basis function
- model selection
- fold cross validation
- multi class svm
- multiclass support vector machines
- classification performances
- active learning
- multi class classification
- feature space
- k nearest neighbor