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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) True
B) False

2. What is the function of the Ensemble node?

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

3. In the Two Step node shown below, what does Standardize numeric fields mean?

A) Limit the number of created clusters.
B) Transform the numeric fields to a scale with a mean of zero and a variance of one.
C) Use only the numeric fields that have the same scale.
D) Eliminate outliers to improve results.

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

5. Examine the Matrix table shown below which relates the fields churn (whether a customer will churn) to agecat (Age groups).

Based on the table, which statements are accurate? (Choose two.)

A) 10.768% of those that churn are over 65 years of age.
B) Measured by the Chi-square, this is a weak relationship.
C) 42.283% of the 18-24 year olds will churn.
D) Older age groups are less likely to churn than the younger ages.

Solutions: