IBM SPSS Modeler Professional Certification (IBMSPSSMPRO) Free Practice Test

Question 1

After the binning node and Optimal binning on debt to income ratio Previously defaulted as the Supervisor field, we observe in matrix the following relationship between the behind field and previously defaulted.

This relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the banned field as maximized.

A. False

B. True

Correct Answer: B

Question 2

Which statement accurately describes the function of the Coerce data check setting Type node?

A. Checks all fields for values outside the specified range and reports unspecified values.

B. Checks fully instantiated fields for values outside the specified range and reports unspecified values.

C. None of the above is accurate.

D. Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.

Correct Answer: A

Question 3

Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?

A. Filter node

B. Filler node

C. Derive node

D. Data Audit node

Correct Answer: D

Question 4

Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of following nodes? (Select all that apply)

A. Sample node

B. Table node

C. Statistics node

D. Data Audit node

Correct Answer: A,B,C,D

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Question 5

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

A. Interlunar the number

B. Standard deviation from the mean

C. Eigen values greater than 1

D. Values that represent less than 15% of all values

Correct Answer: A,B

Question 6

Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?

A. Changes in marketing strategies by your firm.

B. New products and services sold by your firm.

C. New customer in database.

D. Changes in general economy.

Correct Answer: D

Question 7

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. A partial outer join

B. A full outer join

C. An inner join

D. An anti-join

Correct Answer: B

Question 8

Which outlier treatment is not available in the Quality tab of the Data Audit output?

A. Recode

B. Coerce

C. Nullify

D. Discard

Correct Answer: A

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SPSS IBM SPSS Modeler Professional Certification (IBMSPSSMPRO) Free Practice Test