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IBM SPSS Modeler Professional v2 Sample Questions:

1. The Analysis node can be very useful with regard to model evaluation. Consider this output from the Analysis node.

When comparing the overall accuracy of the Neural Net model to the 05 model, the Neural Net model is:

A) Less accurate
B) Not determined
C) The same accuracy
D) More accurate

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

3. In the Logistic node, can a Multinominal Mode/ option be used when the target is a flag field?

A) Yes
B) No

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

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

5. What are the advantages of pruning Decision Tree models? (Choose three.)

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

Solutions: