How can I update my newff functions to the updated functions feedforwardnet or patternnet?

I have been using "newff" in a neural network code and it works fine but gives the error message

Warning: NEWFF used in an obsolete way. 

> In obs_use at 17

    In newff>create_network at 126
    In newff at 101
    In Sarah_Genome_02 at 95 
            See help for NEWFF to update calls to the new argument list.

When you go to help, it recommends using feedforwardnet instead.

The program runs fine, but since it is obsolete I figured I should work towards updating it, I'm fairly new at MATLAB and can't quite seem to figure it out. It would be appreciated if anyone could help me out.

% construct an ANN with two hidden layers

net=newff(range,[hn1 hn2 1],{'logsig' 'logsig' 'logsig'}, 'trainlm');

% Set up training parameters
net.TrainParam.epochs=itr;
net.TrainParam.goal=arr;
net.TrainParam.min_grad=0.1*10^(-15);

[Ehsan Arabnezhad]

I have the same problem

Answer 1

[Greg Heath]

1. One hidden layer is sufficient

2. Use all of the defaults

3. Minimal code is available in the documentation

 help fitnet

 doc fitnet

4. More sophisticated code ia available in many of my posts. Try searching in the NEWSGROUP before searching in ANSWERS. Search using

 greg fitnet

Hope this helps.

Thank you for formally accepting my answer

Greg