Neural Network Modeling for Small Datasets
نویسندگان
چکیده
منابع مشابه
Neural Network Modeling for Small Datasets
Neural network modeling for small datasets can be justified from a theoretical point of view according to some of Bartlett’s results showing that the generalization performance of a multilayer perceptron (MLP) depends more on the L1 norm ‖c‖1 of the weights between the hidden layer and the output layer rather than on the total number of weights. In this article we investigate some geometrical p...
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ژورنال
عنوان ژورنال: Technometrics
سال: 2005
ISSN: 0040-1706,1537-2723
DOI: 10.1198/004017005000000058