Extraction of the Reduced Training Set Based on Rough Set in SVMs.
Hongbing LiuShengwu XiongQiong ChenPublished in: ISNN (2) (2009)
Keyphrases
- rough sets
- training set
- rough set theory
- training data
- svm classifier
- support vector
- decision rules
- fuzzy sets
- decision trees
- classification accuracy
- data mining
- tool for data mining
- supervised learning
- nearest neighbor
- attribute reduction
- classification algorithm
- support vector machine
- rule induction
- continuous valued attributes
- information entropy
- data sets
- pattern recognition
- fuzzy rough sets
- feature space
- rough sets theory
- dominance relation
- granular computing
- classification error
- concept lattice
- rule extraction
- information extraction
- knn
- feature selection
- support vector machine svm
- training samples
- genetic algorithm
- feature extraction
- data analysis
- variable precision
- feature vectors
- fuzzy logic
- incremental knowledge acquisition