How to set validation for LSTM Model

30 次查看(过去 30 天)
Hello
I have LSTM network with database created. I have configure the network to use 70% of data for trainig and 30% for testing. Please how do I setup validation in the training option? I am stuck at this point...
for i= 1:rt-7012 %% this gets 70% of database content
GHITrain{i,1}= Database{i,1};
end
restTrain= resultDatabase(1:rt-7012);
options= trainingOptions('adam',...
ExecutionEnvironment = 'auto',...
MaxEpochs = Epoch,...
MiniBatchSize = miniBatchSize,...
InitialLearnRate= 1e-4,...
Plots = 'training-progress');

回答(1 个)

KSSV
KSSV 2023-6-6
options= trainingOptions('adam',...
ExecutionEnvironment = 'auto',...
MaxEpochs = Epoch,...
MiniBatchSize = miniBatchSize,...
InitialLearnRate= 1e-4,...
'ValidationData',{inputVal, targetVal}, ... %<----- specify here
Plots = 'training-progress');
  3 个评论
KSSV
KSSV 2023-6-6
The provided ValidationData is not consistent with the training data.
MBUNYA NERVILLE ANYANG
Hello KSSV
I get this error when I set inputVal and targetVal. Please How do I fix this

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