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IBM SPSS Modeler Professional v2 Sample Questions:

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

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

2. What are the advantages of pruning Decision Tree models? (Choose three.)

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

3. Which Model nodes can have a categorical target field? (Choose three.)

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

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) Evaluation node
C) Plot node
D) Distribution node

5. In a Derive node, which expressions will produce a continuous date lype rather than a string? (Choose two.)

A) datetime_date(2008,05,22)
B) '03/15/2009'
C) '2001-04-23
D) to_date("12/04/2050")

Solutions: