Patent classification system using a new hybrid genetic algorithm support vector machine.
Chih-Hung WuYun KenTao HuangPublished in: Appl. Soft Comput. (2010)
Keyphrases
- support vector machine
- genetic algorithm
- svm classifier
- support vector machine svm
- support vector
- machine learning
- feature space
- classification algorithm
- svm classification
- binary decision tree
- multi class
- high classification accuracy
- decision boundary
- classification method
- training set
- image classification
- feature vectors
- classification scheme
- generalization ability
- pattern recognition
- feature extraction
- feature selection
- classification accuracy
- fitness function
- text classification
- multi class svm
- neural network
- majority voting
- multi class support vector machines
- automatic classification
- classification process
- cost sensitive
- multi class classification
- optimal parameters
- small sample
- class labels
- k nearest neighbor
- structured output
- fuzzy logic
- knn
- face recognition
- data sets