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nins_ t1_iu5na8f wrote

Is the input space very large?

What if you train a model to predict the actual value using your dataset and then simply run an exhaustive prediction over your input space? Then lookup the closest model output value whenever you need it and check the corresponding input parameters.

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ARFGHA OP t1_iu8035e wrote

The input space is in the order of millions, so I think that is still a valid approach.

I was actually thinking about doing the same but I'm not sure how accurate the results of such model would be. I think the accuracy here will be limited with the granularity of the input space.

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