DM Answers

Data Mining with STATISTICA

Predictive Quality Control

6th of October, 2013

Today I am shifting gears to a manufacturing data set I was able to acquire.  The information is obscurred so you won’t know where the data came from, but it should still be interesting.  I am attaching the data here for those that would like to duplicate the analysis or dig deeper.  I would be open for discussion if you have comments.  Hope you have some fun with this data.

Machine data_update

The data set contains user, lot info, and machines used to create an undisclosed product.  The output is measured as a quality score.  The goal is to figure out if any of the inputs explain the output.  If they do, this can give clues for those that are investigating the root cause of a change in the output.

Here is a video showing the method in STATISTICA Data Miner…

Leave a Reply

Your email address will not be published. Required fields are marked *

*

*