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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Examine the output generated by the K-Means clustering model.

Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)

If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?

A) Improve the international calling plan and rates
B) Create a "Pay as You Go" plan (pay only for the minutes you use)
C) Improve the long distance calling plan and rates.
D) Improve the local calling plan and rates

2. Which of the following is the biggest advantage of using a data cache?

A) Creating reports or doing other analysis with other software.
B) Using the prepared data file more efficiently.
C) Applying modifications to new data more easily.
D) Integrating the modified data with the original data source.

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

A) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
B) Checks all 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 reports unspecified values.

4. 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) Data Audit node
B) Derive node
C) Filler node
D) Filter node

5. Which statement is correct regarding the Balance node shown below?

A) The "bad profit" category is the smallest group.
B) The result group sizes will always be the same each time the Balance node is run.
C) The sizes of the larger two groups will be reduced to equal the size of smallest group.
D) The sizes of the first and third groups will be increased.

Solutions: