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IBM SPSS Modeler Professional v2 Sample Questions:

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

2. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)

A) Sample node
B) Statistics node
C) Table node
D) Data Audit node

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

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

4. True or false: business objectives are the origin & every data mining solution.

A) True
B) False

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

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

Solutions: