Practices were selected using specific criteria to ensure they represented a range of differing clinical contexts including practice size, training and non-training practices, urban and rural settings.
The paper provides guidelines for selecting the neural network's buffer size, training algorithm, and anomaly detection features.
A central composite design was applied to find optimum values of number of neurons, training epoch, step size, training percentage and momentum coefficient.
Sometimes, maps having almost the same size, trained on the same dataset, and with identical learning algorithms and parameters, may find different clusters.
Finally, the optimum values of variables to obtain minimum response were 22, 7670, 0.28, 65% and 0.85 for number of neurons, training epoch, step size, training percentage and momentum coefficient, respectively.
Napoleon advised, "An army's effectiveness depends on its size, training, experience, and morale, and morale is worth more than all of the other factors combined".
Future analyses will investigate the effects of practice attributes, including size, training status and ethnic breakdown.
Using the optimized SVM-RBF hyperparameters, we tested how window size, training sample size, and margin width affect the performance of this classifier.
"We can quite comfortably build a full-size train in-house," Lilley said.
I'm not sure whom to credit for the kiddie-park-size train that comes right through the drawing room, but it serves the play well.
Like most parks built in the last decade, Enron Field has the feel of a theme park, with a full-size train running back and forth on a track built above and beyond the left-field stands.
