Support Vector Machine Approach for Fast Classification.
Keivan KianmehrReda AlhajjPublished in: DaWaK (2006)
Keyphrases
- support vector machine
- svm classifier
- support vector
- classification method
- decision boundary
- support vector machine svm
- svm classification
- classification algorithm
- feature vectors
- training set
- multi class
- pattern classification
- feature selection
- generalization ability
- classification accuracy
- pattern recognition
- high classification accuracy
- multi class support vector machines
- image classification
- automatic classification
- hyperplane
- classification systems
- machine learning
- structured output
- soft margin
- kernel methods
- decision trees
- preprocessing
- class labels
- feature space
- k nearest neighbor
- data mining
- classification rules
- decision forest
- text classification
- small sample
- ensemble classifier
- unsupervised learning
- classification rate
- training samples
- kernel function
- cost sensitive
- cross validation
- machine learning methods