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IBM SPSS Modeler Professional v2 Sample Questions:

1. Which statements are true of the Feature Selection node? (Choose two.)

A) When a Target field is not specified then it will create a generalized output.
B) The Input fields can only be continuous measurement.
C) The Target fields can be either categorical or continuous measurement.
D) Input fields can be selected on the basis of importance.

2. 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) False
B) True

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

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) Converts numeric values to integers and converts non-numeric values to $null$ value.
C) The expression is not a valid operation.
D) Converts numeric values to integers and leaves the non-numeric values as is.

5. Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?

A) Sources
B) Export
C) Field Ops
D) Record Ops

Solutions: