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IBM SPSS Modeler Professional v2 Sample Questions:

1. Some data mining models such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysts determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could aid with interpretation?

A) Distribution node
B) Histogram node
C) Plot node
D) Evaluation node

2. A histogram chart is used to graph fields of which measurement type?

A) Flag
B) Ordinal
C) Continuous
D) Nominal

3. Which stage of the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology is the most time consuming?

A) Business Understanding
B) Evaluation
C) Data Preparation
D) Modeling

4. Which nodes are best suited for revealing relationships between categorical (nominal, ordinal) fields? (Choose two.)

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

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

Solutions: