Specifications

Exercise 3: PMQ
Purpose:
 Learn how to use SPSS Modeler to identify what to fix before it
breaks.
SPSS Modeler Exercise Objectives:
 Merge two data sources
 Discover predictors of failure via the Feature Selection node
 Build predictive model using Auto-Classifier
 Partition data into Train/Test and evaluate accuracy of model
 Build a deployment version of model that can be integrated into
maintenance/servicing plan
Scenario:
 E.P. Fell Mining is experiencing an unacceptable level of downtime due to
broken drills. You have been tasked with modifying the maintenance
strategy using predictive maintenance.
E. P. Fell Mining