Support Vector Machine Integrated CCA for Classification of Complex Chemical Patterns.
Xiaofeng SongSaman K. HalgamugeDe-zhao ChenShang-Xu HuPublished in: FGCN (3: BSBT) (2008)
Keyphrases
- support vector machine
- classification method
- svm classifier
- support vector
- support vector machine svm
- multi class
- feature vectors
- high classification accuracy
- classification accuracy
- decision boundary
- complex systems
- classification algorithm
- lung disease
- feature selection
- pattern recognition
- image classification
- text classification
- pattern analysis
- svm classification
- generalization ability
- pattern classification
- canonical correlation analysis
- machine learning
- k nearest neighbor
- training set
- feature extraction
- decision trees
- training samples
- kernel methods
- classification models
- small sample
- complex patterns
- real world
- multi class support vector machines
- principal components analysis
- classification scheme
- class labels
- data mining techniques
- feature space
- training data