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IBM SPSS Modeler Professional v2 Sample Questions:

1. Which statement about the Filler dialog shown below is correct?

A) The missing values for both GE and INCOME will be replaced by zeroes.
B) No missing values will be replaced because neither field was specified in the Condition box for missing value replacement.
C) Missing values for the field @RELD will be replaced.
D) None of the statements is correct.

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

3. 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

4. Which statement is correct regarding the Balance node shown below?

A) The "bad profit" category is the smallest group.
B) The result group sizes will always be the same each time the Balance node is run.
C) The sizes of the larger two groups will be reduced to equal the size of the smallest group.
D) The sizes of the first and third groups will be increased.

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

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

Solutions: