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IBM SPSS Modeler Professional v2 Sample Questions:

1. What are the options for defining outliers in the Data Audit node? (Choose two.)

A) Values that represent less than 1% of all values
B) Eigen values greater than 1
C) Inter quartile range
D) Standard deviations from the mean

2. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)

A) Easier interpretation
B) None of the above
C) Higher accuracy
D) Easter to score

3. After using the Binning node and Optimal binning method on Debt to income ratio using Previously defaulted as the Supervisor Field. we observe in the Matrix table the following relationship between the binned field and Previously defaulted.

True or false: this relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the Binned field is maximized.

A) True
B) False

4. Which statement is correct regarding the Balance node shown below?

A) The "bad profit" category is the smallest group.
B) The result group sizes will always be the same each time the Balance node is run.
C) The sizes of the larger two groups will be reduced to equal the size of the smallest group.
D) The sizes of the first and third groups will be increased.

5. In the Regression node, which option uses all of the input fields in the model regardless of importance or significance?

A) Enter
B) Backwards
C) Stepwise
D) Forwards

Solutions: