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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?

A) Changes in general economy.
B) New customer in database.
C) New products and services sold by your firm.
D) Changes in marketing strategies by your firm.

2. The Distribution node produces which output? (Select all that apply)

A) Chart showing the distribution for a continuous field
B) Table displaying the percentage and count for each category of a field
C) Summary statistics for a continuous field
D) Chart showing the count for each category of 3 field

3. In order to make decision Tree models more general, avoid over filtering, and make the trees complex, what would you need to change in the dialogue box? (Select all that apply)

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

4. Which key items must be identified before a data mining project is started? (Select all that apply)

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

5. When using the algorithm method to replace missing values in data audit output, which algorithm is used?

A) Cox Regression
B) Neural Net
C) C5.0
D) C & RT

Solutions: