How to create an output layer consisting of a single output neuron using patternnet?

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TS Sharma 2015-3-27

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https://ww2.mathworks.cn/matlabcentral/answers/194821-how-to-create-an-output-layer-consisting-of-a-single-output-neuron-using-patternnet

编辑： Greg Heath 2015-3-28

Hi!

I have a 2-class classification problem, for which I want to use an output vector that consists of only two values, 1 and 0. When I use patternnet for creating the network and then train it using train function, all the patterns are classified to only one class, giving me only 50% accuracy (I have equal patterns from both classes). Is there any solution? Thanks.