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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

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

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

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

A) The sizes of the first and third groups will be increased.
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 larger two groups will be reduced to equal the size of smallest group.

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

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

4. Business objectives are the origin of every data mining solution.

A) False
B) True

5. Some data mining model such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysis determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could ad with interpretation?

A) Plot node
B) Distribution node
C) Evaluation node
D) Histogram node

Solutions: