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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. The Select node shown below performs which operation?

A) Selects respondents whose incomes are exactly 20,000 or 50,000.
B) Selects respondents whose incomes are between 20,000 and 50,000.
C) Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
D) The expression is incorrect.

2. In two step node shown below, what does standardize numeric fields mean?

A) Transform the numeric fields to a scale with a mean of zero and variance of one.
B) Eliminate outliers to improve results.
C) Limit the number of created clusters.
D) Use only the numeric fields scale.

3. Which Model nodes can have a categorical target field? (Select all that apply)

A) C & R Tree node
B) Neutral Net node
C) Discriminant node
D) Linear node

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

5. Which nodes are best suited for revealing relationship between categorical (nominal, ordinal) fields? (Select all that apply)

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

Solutions: