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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?

A) Derive node
B) Filler node
C) Filter node
D) Data Audit node

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

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

A) False
B) True

4. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.

A) Generate ... Select Node ("Or")
B) Generate ... Select Node ("And")

5. What are the advantages of pruning Decision Tree models? (Select all that apply.)

A) Pruning in make the tree easier to interpret.
B) Pruning can improve the generalization of the tree.
C) Pruning can help simplify the tree.
D) Pruning can increase the accuracy of the tree.

Solutions: