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IBM SPSS Modeler Professional v2 Sample Questions:

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


2. The Feature Selection node is used for what reasons? (Choose two.)

A) Selects the best input fields for model.
B) Ranks the models by importance.
C) Selects the best fitting model.
D) Screens input fields for problems such as missing data.


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

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


4. True or false: missing values can be specified in the Source node used to read the data or in the Type node.

A) True
B) False


5. Which statements are true of the Feature Selection node? (Choose two.)

A) The Target fields can be either categorical or continuous measurement.
B) The Input fields can only be continuous measurement.
C) Input fields can be selected on the basis of importance.
D) When a Target field is not specified then it will create a generalized output.


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A,D
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: A,C

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