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IBM SPSS Modeler Professional v2 Sample Questions:

1. The Distribution node produces which output? (Choose two.)

A) Summary statistics for a continuous field
B) Table displaying the percentage and count for each category of a field
C) Chart showing the count for each category of a field
D) Chart showing the distribution for a continuous field

2. The Anomaly node is on which palette or menu group?

A) Modeling
B) Field Ops
C) Output
D) Record Ops

3. Which statement is the correct interpretation of the rule: "those that use less than or equal to 4.976 of LOCAL are predicted to be InVol"?

A) Thisruledoesnotexist.
B) This rule was accurate 88 times which was 80.7% of the time.
C) The accuracy of this rule cannot be determined.
D) The rule applies to 88 people and the confidence is 80.7%.

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

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

5. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?

A) The best model for cases in the training partition to predict the field CHURNED
B) None of the above
C) The theoretically best model to predict the field CHURNED
D) The best current model to predict the field CHURNED

Solutions: