Difference between revisions of "Feed Forward Neural Networks"
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Revision as of 11:49, 9 June 2012
Introduction
Model Settings
- Improved Generalization
- Regularization - Check this box to enable "regularization." This reformulates the performance function as P = g*mse + (1-g)*msw where mse is the mean sum of squares of network errors, msw is the mean sum of squares of network weights and biases, and g is the performance ratio. You can specify the value of g using the edit box to the right of the word "Regularization". This value must be between 0 and 1. A value of 1 is equivalent to unchecking the regularization box.
