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

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

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

3. 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) Evaluation node
D) Distribution node

4. True or false: missing values can be specified in the Source node used to read the data or in the Type node.

A) False
B) True

5. Which values are available as Field Roles? (Choose three.)

A) Partition
B) Target
C) Nominal
D) Input

Solutions: