Cradlepoint MBR1400W Specifications download pdf (Page 35)

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

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Cradlepoint MBR1400W Specifications Page 35