Cannot split data for train, validation and test set in neural network

3 Ansichten (letzte 30 Tage)
Eason
Eason am 24 Mai 2017
Kommentiert: Abel Babu am 31 Mai 2017
Hello, I want to train a recurrent neural network but I only found one example from the document, and my problem is the training did not split the data set for training, validation and test set even I excuted the code for splitting as the following:
%data conversion
X = con2seq(X);
T = num2cell(T);
%configure RNN
net = layrecnet(1:2,3:5);%3 hidden layer,2 time step
[Xs,Xi,Ai,Ts] = preparets(net,X,T);% prepare input to get time series for training
%training, validation, test split
net.divideParam.trainRatio = 70/100;
net.divideParam.valRatio = 15/100;
net.divideParam.testRatio = 15/100;
net = train(net,Xs,Ts,Xi,Ai);% training the net
view(net);
Y = net(Xs,Xi,Ai);% get prediction
perf = perform(net,Y,Ts);% show the performance
Please tell me where the problem is.
Thanks,
Eason
  1 Kommentar
Abel Babu
Abel Babu am 31 Mai 2017
Hi Eason,
The above method code is indeed the right way of splitting data. To get a perspective on the question, what make you think the network is not splitting the data?
Abel

Melden Sie sich an, um zu kommentieren.

Antworten (0)

Kategorien

Mehr zu Deep Learning Toolbox finden Sie in Help Center und File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by