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IBM SPSS Modeler Professional v2 Sample Questions:

1. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)

A) Table node
B) Data Audit node
C) Statistics node
D) Sample node

2. What is the function of the Ensemble node?

A) None of the above
B) Transforming the existing values to improve accuracy
C) Combining models together to produce higher accuracy
D) The development of additional fields to improve accuracy

3. 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) Evaluation node
C) Plot node
D) Distribution node

4. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?

A) The theoretically best model to predict the field CHURNED
B) None of the above
C) The best current model to predict the field CHURNED
D) The best model for cases in the training partition to predict the field CHURNED

5. The Select node shown below performs which operation?

A) Selects respondents whose incomes are between 20,000 and 50,000.
B) Selects respondents whose incomes are exactly 20,000 or 50,000.
C) The expression is incorrect.
D) Selects respondents whose incomes are greater than or equal to 20,000 and less than or equal to 50,000.

Solutions:

Question # 1 Answer: B,C

Question # 2 Answer: C

Question # 3 Answer: A

Question # 4 Answer: A

Question # 5 Answer: C