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IBM SPSS Modeler Professional v2 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 inconsistencies in the category keys used in both 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 partial outer join.
C) A full outer join.
D) An inner join.

2. A histogram chart is used to graph fields of which measurement type?

A) Flag
B) Continuous
C) Nominal
D) Ordinal

3. In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)

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

4. Some data mining models such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysts determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could aid with interpretation?

A) Histogram node
B) Plot node
C) Distribution node
D) Evaluation node

5. Which statement about the Filler dialog shown below is correct?

A) None of the statements is correct.
B) Missing values for the field @RELD will be replaced.
C) No missing values will be replaced because neither field was specified in the Condition box for missing value replacement.
D) The missing values for both GE and INCOME will be replaced by zeroes.

Solutions: