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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. To score new data using an existing model, the user must:

A) Not change the data source and develop a new model for that data.
B) Change the data source and develop a new model for that data.
C) Change the data source and rename the fields as needed to match the names of the in original file.
D) Change the data source and rename the fields so they do not match the names of the fields in original file.

2. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?

A) Means node
B) Statistics node
C) Distribution node
D) Table node

3. On the PCA/Factor node when doing a Principle Component analysis without rotation, the values reported on the Component Matrix represents the correlation between each field and factor.

A) True
B) False

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

5. Which statements are true of the Feature Selection node? (Select all that apply)

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

Solutions: