The Equivalence of Support Vector Machine and Regularization Neural Networks.
Péter AndrásPublished in: Neural Process. Lett. (2002)
Keyphrases
- support vector machine
- neural network
- equivalence relationship
- multi class
- radial basis function
- training algorithm
- artificial neural networks
- svm classifier
- support vector machine svm
- feature vectors
- fuzzy logic
- pattern recognition
- multi layer perceptron
- multilayer perceptron
- regularization parameter
- classification method
- machine learning
- parameter selection
- knn
- support vector
- training data
- neural network model
- genetic algorithm
- training process
- regularization method
- high classification accuracy
- stock market prediction
- multi class support vector machines
- neural nets
- k nearest neighbor
- image processing
- generalization ability
- recurrent neural networks
- self organizing maps
- fault diagnosis
- decision boundary
- kernel function
- feedforward neural networks
- extreme learning machine
- training set
- feature space
- feature selection