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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

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

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

3. The set Random seed option on the sample node is required if you want to draw the same random sample with the same records more than once.

A) True
B) False

4. To score new data using an existing model, the user must:

A) Not change the data source and develop a new model for that data.
B) Change the data source and develop a new model for that data.
C) Change the data source and rename the fields so they do not match the names of the fields in original file.
D) Change the data source and rename the fields as needed to match the names of the in original file.

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

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

Solutions: