Need help understanding regression plots

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NASRIN AKTER on 14 Oct 2021
I have two datasets which I used interchangeably to train and test a function fitting neural network (fitnet). For example, dataset 1 for training, dataset 2 for testing and vice versa. I used 'plotregression' to see the results but I am not sure which parameters are the actual performance metrics here. If the performance is bad, how can I improve it? Can someone please help?

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