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IBM SPSS Modeler Professional v2 Sample Questions:

1. What is the function of the Ensemble node?

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

2. Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistencies in the category keys used in both the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:

A) An anti-join.
B) A full outer join.
C) An inner join.
D) A partial outer join.

3. True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.

A) True
B) False

4. In the Aggregate node, when you click on Preview button, which statement is true?

A) The preview will always be after aggregation.
B) The preview will always be before aggregation.
C) The Aggregate node does not have a Preview option.
D) The preview will by default be before aggregation but that can be changed.

5. Which key items must be identified before a data mining project is started? (Choose three.)

A) Available expertise on the data and business
B) Data quality problems
C) A business problem or question
D) Available data

Solutions: