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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Some data mining model such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysis 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 ad with interpretation?

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

2. Which mode is not available In the Auto Numeric node?

A) Logistic
B) Chaid
C) Neural Net
D) Regression

3. Which nodes are best suited for revealing relationship between categorical (nominal, ordinal) fields? (Select all that apply)

A) Means node
B) Distribution node
C) Table node
D) Matrix node

4. Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?

A) FIRST_NAME >< LAST_NAME
B) FIRST_NAME ** ++ ** LAST_NAME
C) FIRST_NAME >< ** >< LAST_NAME
D) FIRST_NAME + ** + LAST_NAME

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

Solutions: