Joint application of rough set-based feature reduction and Fuzzy LS-SVM classifier in motion classification.
Zhiguo YanZhizhong WangHongbo XiePublished in: Medical Biol. Eng. Comput. (2008)
Keyphrases
- svm classifier
- support vector machine
- feature reduction
- support vector machine svm
- support vector
- image classification
- training set
- feature vectors
- rough sets
- svm classification
- classification accuracy
- feature selection
- fuzzy logic
- machine learning
- text classification
- fuzzy clustering
- semi supervised
- feature set
- principle component analysis
- classification method
- k nearest neighbor
- pattern recognition
- class labels
- feature extraction
- rough set theory
- learning process
- multi class
- knn
- random forest
- linear discriminant analysis
- text categorization
- feature space
- high dimensional