Enable Predictive Tools to Run Large Datasets

[Adam12]

Linear Regression Tool errors out with my data set if I sample more than 1 in every 31 cases. The sample size error-out is very consistent, despite the fact that different R error messages filter up with different runs. Support recommended small sample for the predictive tool then submit all data to Score. That's backwards of my need, which is to submit detail data to the predictive tool to create as precise a model as possible then apply that model to predicting a smaller set of future case outcomes. 

I used version 2019.4.8.22007. My full data set had 15.46 million rows, and one string field (which is necessary) accounts for the majority of predictors submitted to the model. I ran it from the Desktop version. The PC had 64 GB RAM and I even changed the default Virtual Memory settings in hopes that'd help.

[KylieF]

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