Generalization Error and Training Error at Singularities of Multilayer Perceptrons.
Shun-ichi AmariTomoko OzekiHyeyoung ParkPublished in: IWANN (1) (2001)
Keyphrases
- multilayer perceptron
- training error
- generalization error
- hidden layer
- neural network
- back propagation
- artificial neural networks
- active learning
- learning algorithm
- radial basis function
- model selection
- cross validation
- upper bound
- binary classification
- classification error
- training data
- training set
- neural network model
- linear classifiers
- supervised learning
- feed forward
- error rate
- sample size
- lower bound
- reinforcement learning
- feature vectors
- benchmark datasets
- support vector machine svm
- boosting algorithms
- decision trees