An MLP-SVM combination architecture for offline handwritten digit recognition: Reduction of recognition errors by Support Vector Machines rejection mechanisms.
Abdel BelliliMichel GillouxPatrick GallinariPublished in: Int. J. Document Anal. Recognit. (2003)
Keyphrases
- support vector
- handwritten digit recognition
- recognition errors
- learning machines
- large margin classifiers
- radial basis function
- support vector machine
- kernel function
- svm classifier
- support vectors
- multilayer perceptron
- neural network
- logistic regression
- classification accuracy
- generalization ability
- hyperplane
- multi layer perceptron
- decision function
- binary classification
- loss function
- multi class classification
- svm classification
- support vector machine svm
- feature selection
- soft margin
- kernel methods
- multi class
- kernel parameters
- machine learning
- maximum margin
- ls svm
- rbf network
- rbf kernel
- knn
- image processing
- spoken language
- training data
- probabilistic model
- learning algorithm