Prediction Score Explanations

[harinder1301]

Hi,

Is there any Alteryx intelligence tool which can explain the random forest prediction score like LIME and SHAP ?

Thanks

Hsac

[IraWatt · Accepted solution]

Hey @harinder1301,

I wrote a Blog on this Building Explainable AI: How to Get Prediction Prediction-Explanations-in Alteryx ML and Intelligenc.... Essentially you just need to add one or two lines of code to your model from Intelligence Suite.

Any questions or issues please ask.

Ira Watt
Technical Consultant
Watt@Bulien.com 

[harinder1301]

Hi Ira, I have used the same method as you have described in your blog. But receive the attached error file. Appreciate your help.

Thanks

[IraWatt · Accepted solution]

Hey @harinder1301,

After doing some testing I believe that error happens when you pass a string value for the target values. I attached an example workflow to the blog to show how I inputted the true and false values. 

[harinder1301]

Thanks @IraWatt,

It worked for me.  The output has index column only. Unfortunately I am missing my ID column.Is there any way to get the original ID column such customerID etc using this index column.

Thanks in advance