cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
JMP is taking Discovery online, April 16 and 18. Register today and join us for interactive sessions featuring popular presentation topics, networking, and discussions with the experts.
Choose Language Hide Translation Bar
Store Demo Data used in JMP Pro Predictive Modeling Demo

Data set used in JMP Pro predictive modeling demo: http://www.jmp.com/media/video_player.shtml?videoID=10014

While you can open these data with JMP, many of the scripts require JMP Pro capabilities.

6581_Screen Shot 2014-05-27 at 10.22.42 AM.png

These data describe sales and margin data for 11,920 stores. The goal is to predict sales from 13 store demographic and 20 shopper info predictors. There are several scripts in the data table. The first Distribution script shows partitioning the data into training, validation and test sets. The next set of scripts build multiple models. And finally, there is a script for comparing the predictive performance of these models using the Model Comparison platform.

Partitioning the data into training, validation and test sets:

6582_Screen Shot 2014-05-27 at 10.26.21 AM.png

Scripts in the data table to build the following models:

6583_Screen Shot 2014-05-27 at 10.27.35 AM.png

Seven columns are in the data table, which are the saved prediction formulas generated by these 7 built models.

6587_Screen Shot 2014-05-27 at 10.30.29 AM.png

Run the Model Comparison script to compare models predictive performance on the test data set.

6588_Screen Shot 2014-05-27 at 10.32.35 AM.png

Then use the last Distribution script to communicate findings with others.

6590_Screen Shot 2014-05-27 at 10.34.19 AM.png

Comments

AM I being dumb? I don't see the data table attached

Sorry about that Dave@Pega-Analytics -- should be attached now.

Thanks Daniel