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wrong result interpretation in beanpro example

dalguacil
1-Newbie

wrong result interpretation in beanpro example

Hello everyone,

I have followed the tutorial and I have got the results for a predictive scoring over the scoring data subset. However, I have only got 8 printhead error over the 150 existing.

I have tried a simple linear regression and the result is worst, because the prediction result is zero error.

I don't know which parameter I must tune to get the boolean result. I suspect that it can be caused by some threshold to identify the result as one or zero.

Could you help me with the model configuration?

Thank you very much.

ACCEPTED SOLUTION

Accepted Solutions
cmorfin
19-Tanzanite
(To:cmorfin)

Hi David

One additional point of interest.

The demo json file define the PrinterHead_Error_Occurrence field as DOUBLE.

You can change the json file to define it as BOOLEAN.

The scoring result will be directly 0 or 1.

Regards

Chrisotphe

View solution in original post

4 REPLIES 4
cmorfin
19-Tanzanite
(To:dalguacil)

Hi David

Could you please post the following:

- output of http://<AnalyticsServer>/1.0/about/versioninfo

- the scoring result csv file for the initial model created with the 4 default learners.

Thank you

Kind regards

Christophe

cmorfin
19-Tanzanite
(To:cmorfin)

Hi David

One additional point of interest.

The demo json file define the PrinterHead_Error_Occurrence field as DOUBLE.

You can change the json file to define it as BOOLEAN.

The scoring result will be directly 0 or 1.

Regards

Chrisotphe

Thank you very much. Now it is working as I expected

Hi Christophe,

Here you have the requested data:

- {"implementationVersion":"7.4.0"}

The result csv file is attache.

Thank you

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