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IBM SPSS Modeler Professional v2 Sample Questions:

1. 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 make the tree easier to interpret.
D) Pruning can increase the accuracy of the tree.

2. In the Logistic node, can a Multinominal Mode/ option be used when the target is a flag field?

A) No
B) Yes

3. In the Aggregate node, when you click on Preview button, which statement is true?

A) The preview will always be before aggregation.
B) The Aggregate node does not have a Preview option.
C) The preview will always be after aggregation.
D) The preview will by default be before aggregation but that can be changed.

4. Consider this Filler node where Age of respondent is stored as a string. What operation will the Replace with:
Expression accomplish?

A) Uses @FIELD to create a new field.
B) The expression is not a valid operation.
C) Converts numeric values to integers and converts non-numeric values to $null$ value.
D) Converts numeric values to integers and leaves the non-numeric values as is.

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

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

Solutions: