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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) Table node
C) Distribution node
D) Means node

2. Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)

A) QUEST
B) C & RT
C) CHAID
D) C5

3. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Select all that apply)

A) Faster to score
B) None of the above
C) Easier interpretation
D) Higher accuracy

4. What are the advantages of pruning Decision Tree models? (Select all that apply.)

A) Pruning in make the tree easier to interpret.
B) Pruning can increase the accuracy of the tree.
C) Pruning can improve the generalization of the tree.
D) Pruning can help simplify the tree.

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

Solutions: