Questions tagged [epochs]
The epochs tag has no usage guidance.
4
questions
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22 views
Should an increased learning rate for an adaptive linear neuron (ADALINE) reduce the square error at every epoch?
I am completely new to neural networks and therefore, my query may have some basic conceptual problem.
I am following Fundamentals of Neural Networks by Laurene Fusett. In this book, the author ...
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0answers
18 views
Is it a fair evaluation if each model of k-fold cross validation is trained with different epochs and the mean AUC score gathered out of k folds?
Let's say I have a dataset for binary classification. And I am going to conduct 5-fold cross-validation and get AUC scores for each fold (mean AUC score too). However, if I set the training epoch to $...
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1answer
69 views
Why does the accuracy drop while the loss decrease, as the number of epochs increases?
I've been trying to find the optimal number of epochs that I should train my neural network (that I just implemented) for.
The visualizations below show the neural network being run with a variable ...
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2answers
187 views
How to shorten the development time of a neural network?
I am developing an LSTM for sequence tagging. During the development, I do various changes in the system, for example, add new features, change the number of nodes in the hidden layers, etc. After ...
