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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SPSS IBM SPSS Modeler Professional Certification 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 inconsistence in the category keys used in both in 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) An inner join
C) A full outer join
D) A partial outer join

2. In two step node shown below, what does standardize numeric fields mean?

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

3. What are the options for defining outliers in the Data Audit node? (Select all that apply)

A) Standard deviation from the mean
B) Interlunar the number
C) Eigen values greater than 1
D) Values that represent less than 15% of all values

4. Which nodes are best suited for revealing relationship between categorical (nominal, ordinal) fields? (Select all that apply)

A) Means node
B) Matrix node
C) Distribution node
D) Table node

5. Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?

A) Producing a project Plan
B) Initial Data Collection
C) Determining Data Mining Goals
D) Determining Business Objectives

Solutions: