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IBM SPSS Modeler Professional v2 Sample Questions:

1. 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) Eliminate outliers to improve results.
D) Use only the numeric fields that have the same scale.

2. The Distribution node produces which output? (Choose two.)

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

3. In a Derive node, which expressions will produce a continuous date lype rather than a string? (Choose two.)

A) datetime_date(2008,05,22)
B) '03/15/2009'
C) '2001-04-23
D) to_date("12/04/2050")

4. Which of the following is the biggest advantage of using a data cache?

A) Using the prepared data file more efficiently
B) Integrating the modified data with the original data source
C) Applying modifications to new data more easily
D) Creating reports or doing other analyses with other software

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

Solutions: