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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistence in the category keys used in both in the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:

A) An anti-join
B) A full outer join
C) An inner join
D) A partial outer join

2. In order to make decision Tree models more general, avoid over filtering, and make the trees complex, what would you need to change in the dialogue box? (Select all that apply)

A) Decrease the Minimum records per child branch
B) Increase the Minimum records per child branch
C) Decrease the pruning severity
D) Increase the pruning severity

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

4. Which nodes can be used to replace missing data with valid values? [Select all that apply.)

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

5. Assuming there are enough records and Age in years and Years of current address have sufficient range of values, the Binning node below will produce how many new fields?

A) 2 new fields, one for each Bin field
B) 1 new field which is behind sum of age of years and years at current address
C) 4 new fields, two for each Bin field
D) 6 new fields, two for each Bin field and two measures of error

Solutions: