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IBM SPSS Modeler Professional v2 Sample Questions:

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

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

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

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

3. In the Regression node, which option uses all of the input fields in the model regardless of importance or significance?

A) Backwards
B) Stepwise
C) Forwards
D) Enter

4. The Select node shown below performs which operation?

A) Selects respondents whose incomes are exactly 20,000 or 50,000.
B) Selects respondents whose incomes are greater than or equal to 20,000 and less than or equal to 50,000.
C) The expression is incorrect.
D) Selects respondents whose incomes are between 20,000 and 50,000.

5. True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.

A) True
B) False

Solutions: