Relation between weight size and degree of over-fitting in neural network regression.
Katsuyuki HagiwaraKenji FukumizuPublished in: Neural Networks (2008)
Keyphrases
- neural network
- artificial neural networks
- back propagation
- pattern recognition
- least squares
- feed forward
- weight update
- fuzzy logic
- model selection
- regression model
- simple linear
- generalized regression neural network
- regression algorithm
- reproducing kernel hilbert space
- nearest neighbour
- learning rate
- neural nets
- linear regression
- multilayer perceptron
- knn