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IBM SPSS Modeler Professional v2 Sample Questions:

1. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)

A) Easter to score
B) Easier interpretation
C) Higher accuracy
D) None of the above

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

3. The Feature Selection node is used for what reasons? (Choose two.)

A) Ranks the models by importance.
B) Selects the best input fields for model.
C) Selects the best fitting model.
D) Screens input fields for problems such as missing data.

4. In the Two Step node shown below, what does Standardize numeric fields mean?

A) Limit the number of created clusters.
B) Eliminate outliers to improve results.
C) Transform the numeric fields to a scale with a mean of zero and a variance of one.
D) Use only the numeric fields that have the same scale.

5. Which statement accurately describes the function of the Coerce data check setting on the Type node?

A) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
B) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
C) None of the above is accurate.
D) Checks all fields for values outside the specified range and reports unspecified values.

Solutions: