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Oscillation in neural network

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Waqar Ahmed
Waqar Ahmed 4 Feb 2021
My neural network is consist of following layer for dataset of 8336 * 364
featureInputLayer(numFeatures,'Normalization', 'zscore')
fullyConnectedLayer(50)
batchNormalizationLayer
reluLayer
fullyConnectedLayer(numClasses)
softmaxLayer
classificationLayer
During training process there is oscillation in accuracy of the network. I want to Know How can I improve my network.
My validation accuracy is 80,64 and test accuracy is 83%.
I used regularization and dropout

답변(1개)

Srivardhan Gadila
Srivardhan Gadila 11 Feb 2021
You can refer to the documentation of Deep Learning Tips and Tricks & resources available under Deep Learning Tuning and Visualization.

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