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IBM SPSS Modeler Professional v2 Sample Questions:

1. True or false: a Database Export node can be used to write data to more than one database table in the same operation.

A) False
B) True

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) Distribution node
C) Plot node
D) Evaluation node

3. Which nodes can be used to replace missing data with valid values? (Choose two.)

A) Filter node
B) Distribution node
C) Data Audit node
D) Filler node

4. In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)

A) Decrease the pruning severity.
B) Increase the Minimum records per child branch.
C) Increase the pruning severity.
D) Decrease the Minimum records per child branch.

5. In Sequence modeling, specifying that IDs are contiguous has which effect?

A) Speeds up the processing.
B) Requires fewer observations to create a valid model.
C) Improves the model Silhouette measure.
D) Requires fewer fields to create the model.

Solutions: