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IBM SPSS Modeler Professional v2 Sample Questions:

1. Which statement is correct regarding the Sample node dialog shown below?

A) It will always draw the same 60% of the records each time this Sample node is run.
B) It will select every 60th record from the data.
C) It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
D) It will randomly select exactly 60% of all the records.

2. Which nodes can be used to replace missing data with valid values? (Choose two.)

A) Filter node
B) Filler node
C) Distribution node
D) Data Audit node

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

4. What is the function of the Ensemble node?

A) The development of additional fields to improve accuracy
B) Combining models together to produce higher accuracy
C) None of the above
D) Transforming the existing values to improve accuracy

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

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

Solutions: