Regression Learner App Vs. Neural Fitting App

Hi,
I have used both "Regression Learner App" and "Neural Fitting App" for my 14 variables - 1 target regression model. It seems the models' performance somehow similar. So is there a big difference between the two? Besides the fact that NFA uses the neural network and its algorithms. (But RL app is machine learning).
And when I use both models to predict a new dataset for unknown results, the model of Neural Fitting generate negative values which are not right for my dataset. It is interesting.

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2018-4-5

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