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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. What are the options for defining outliers in the Data Audit node? (Choose two.)

A) Standard deviations from the mean
B) Eigen values greater than 1
C) Values that represent less than 1% of all values
D) Inter quartile range

3. 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

4. To score new data using an existing model, the user must:

A) Change the data source and rename the fields so they do not match the names of the fields in original file.
B) Not change the data source and develop a new model for that data.
C) Change the data source and rename the fields as needed to match the names of the fields in original file.
D) Change the data source and develop a new model for that data.

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

Solutions: