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New example: scaled symbolic regression

Open jakobj opened this issue 3 years ago • 0 comments

Using a MSE error function can cause GP to prefer solutions which have wrong functional form but, for example, are close to the mean of the target data over solutions which have the correct form, but are shifted by a constant.

This problem can be easily circumvented by using scaled symbolic regression (https://link.springer.com/article/10.1023/B:GENP.0000030195.77571.f9). It's easy to implement, we should provide an example.

jakobj avatar May 25 '22 15:05 jakobj