Handwritten digit recognition with accelerated Support Vector Machines.
Ali GünesTuncay YigitPublished in: SIU (2012)
Keyphrases
- handwritten digit recognition
- support vector
- learning machines
- large margin classifiers
- kernel function
- logistic regression
- svm classifier
- hyperplane
- cross validation
- support vector machine
- multi class
- decision function
- maximum margin
- support vectors
- generalization ability
- feature selection
- kernel methods
- learning algorithm
- loss function
- database
- machine intelligence
- parallel machines
- real world
- rbf kernel
- classification accuracy
- svm classification
- training examples
- artificial intelligence
- feature vectors
- binary classification
- search algorithm
- radial basis function
- training data