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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?

A) Determining Business Objectives
B) Initial Data Collection
C) Determining Data Mining Goals
D) Producing a project Plan

2. Which Model nodes can have a categorical target field? (Select all that apply)

A) Linear node
B) Neutral Net node
C) C & R Tree node
D) Discriminant node

3. Examine the output generated by the K-Means clustering model.

Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)

If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?

A) Improve the long distance calling plan and rates.
B) Improve the local calling plan and rates
C) Improve the international calling plan and rates
D) Create a "Pay as You Go" plan (pay only for the minutes you use)

4. A Database Export node can be used to write data to more than one database table in the same operation.

A) False
B) True

5. Which outlier treatment is not available in the Quality tab of the Data Audit output?

A) Discard
B) Nullify
C) Recode
D) Coerce

Solutions: