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Predictive Tools: Logistic Regression Error

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I'm running a simple Logistic Regression for data in my salesforce that simply will predict if opportunity is won or lost based on number of days.

 

I'm not sure where error is coming from since my data set is very simple with just two fiields: stage field and age. I had run this workflow without any issues yesterday.

 

Not sure what is causing this.

 

I get the following 3 errors:

  1. Error in density.default(x, bw = bw, n = n...)
  2. executed halted
  3. The R.exe exit code (1) indicated an error

Thanks

 

Alteryx Certified Partner
Alteryx Certified Partner

Hi @arnorian_intapp 

 

This error is probably related to how your data looks like.


Does your data have enough variation? What I'd recommend you to is to run some Data Investigation Tools (like Frequency table, Field Summary) to profile your data. Predictive models are very strict regarding to data quality, so this is a "must" step before running any model.


Cheers,

Alteryx
Alteryx

Hi @arnorian_intapp,

 

I just ran into this issue, saw this thread...added a data cleansing tool upstream of my logistic regression and the error was fixed.

 

R doesn't like null values apparently.

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