A Note on the Generalization Error in Neural Networks.
Yoshihiko HamamotoToshinori HaseYoshihiro MitaniShingo TomitaPublished in: IEA/AIE (1996)
Keyphrases
- generalization error
- neural network
- cross validation
- active learning
- model selection
- upper bound
- learning algorithm
- binary classification
- training data
- classification error
- training set
- linear classifiers
- training error
- sample complexity
- sample size
- target function
- generalization error bounds
- supervised learning
- artificial neural networks
- fuzzy logic
- subspace information criterion
- back propagation
- multilayer perceptron
- learning machines
- genetic algorithm
- object detection
- neural nets
- training process
- lower bound
- data sets
- hidden layer
- support vector machine
- boosting algorithms
- feed forward
- training samples