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

2. Consider this Filler node where Age of respondent is stored as a string. What operation will the Replace with:
Expression accomplish?

A) Uses @FIELD to create a new field.
B) The expression is not a valid operation.
C) Converts numeric values to integers and converts non-numeric values to $null$ value.
D) Converts numeric values to integers and leaves the non-numeric values as is.

3. Which node allows you to choose from many different graph types (bar charts, pie charts, scatterplots, heatmaps, etc.) in one single node?

A) Evaluation node
B) Graphboard node
C) Multiplot node
D) Collection node

4. 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) This rule was accurate 88 times which was 80.7% of the time.
D) The rule applies to 88 people and the confidence is 80.7%.

5. Which key items must be identified before a data mining project is started? (Choose three.)

A) Available expertise on the data and business
B) Data quality problems
C) Available data
D) A business problem or question

Solutions: