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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of following nodes? (Select all that apply)

A) Data Audit node
B) Table node
C) Sample node
D) Statistics node

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

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

3. Which statement accurately describes the function of the Coerce data check setting Type node?

A) None of the above is accurate.
B) Checks all fields for values outside the specified range and reports unspecified values.
C) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
D) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.

4. After the binning node and Optimal binning on debt to income ratio Previously defaulted as the Supervisor field, we observe in matrix the following relationship between the behind field and previously defaulted.

This relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the banned field as maximized.

A) True
B) False

5. In order to make decision Tree models more general, avoid over filtering, and make the trees complex, what would you need to change in the dialogue box? (Select all that apply)

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

Solutions: