Using Rough Set to Reduce SVM Classifier Complexity and Its Use in SARS Data Set.
Honghai FengBaoyan LiuYin ChengPing LiBingru YangYumei ChenPublished in: KES (3) (2005)
Keyphrases
- rough sets
- svm classifier
- data sets
- rough set theory
- support vector machine
- support vector machine svm
- training set
- decision rules
- support vector
- image classification
- fuzzy sets
- attribute reduction
- feature vectors
- data mining
- train a support vector machine
- continuous valued attributes
- tool for data mining
- decision table
- kernel function
- set pair analysis
- semi supervised
- feature space
- machine learning
- data analysis
- information entropy
- rough sets theory
- database
- concept lattice
- fuzzy rough sets
- training data
- real world
- decision trees
- discernibility matrix
- text categorization
- feature subset
- control system
- high dimensional data