I haven't seen many cases where RapidMiner's Auto Model is used as a surrogate model, so I tried to see if I could predict stress values using HS-2000 data.
Attached CSV of Full Factorial DOE 512 cases is used as input data.
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It is very easy to use RapidMiner Auto Model in predicting a certain value with many prediction models as following video.
Predictions Chart shows the predictions vs. the true values.
Simulator provides sarrogate model in this case.
RapidMiner's Auto Model provides a sarrogate model by using simulation data csv in a minute.