RapidMiner's Auto Model prediciton on Stress Value of Arm Model (HS-2000)

fujita
fujita
Altair Employee
edited April 15 in Other Discussion & Knowledge

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.

 

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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.

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Simulator provides sarrogate model in this case. 

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4. Conclusion

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

 

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