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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Which method is not available for imputing missing values in Data Audit output?

A) Multiple
B) Expression
C) Fixed
D) Random

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

3. The Anomaly node is on which parameter or menu group?

A) Record Ops
B) Field Ops
C) Output
D) Modeling

4. Which mode is not available In the Auto Numeric node?

A) Chaid
B) Logistic
C) Neural Net
D) Regression

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

Solutions: