Support Vector Machine for Large Databases as Classifier.
Rahul Kumar SevakulaNishchal K. VermaPublished in: SEMCCO (2012)
Keyphrases
- support vector machine
- svm classifier
- support vector
- training data
- classification method
- decision boundary
- training set
- multi class
- high classification accuracy
- support vector machine svm
- support vector machine classifier
- feature selection
- k nearest neighbor
- databases
- classification algorithm
- small sample
- feature vectors
- classification process
- machine learning
- decision forest
- knowledge discovery
- kernel function
- feature space
- fold cross validation
- svm classification
- input features
- support vectors
- generalization ability
- hyperplane
- training samples
- kernel methods
- multi class svm
- class labels
- classifier systems
- knn
- feature set
- data sets
- binary decision tree
- soft margin
- feature reduction
- learning algorithm
- linear classifiers
- training process
- face recognition
- image classification