1. Introduction

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.

 

2. Input Data

Attached CSV of Full Factorial DOE 512 cases is used as input data.

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3. RapidMiner Auto Model

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. 

 

4. Conclusion

RapidMiner's Auto Model provides a sarrogate model by using simulation data csv in a minute.