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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. The Feature Selection node is used for what reasons? (Select all that apply)

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

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

3. A histogram chart is used to graph fields of which measurement type?

A) Flag
B) Continuous
C) Nominal
D) Ordinal

4. Which method is not available for imputing missing values in Data Audit output?

A) Multiple
B) Fixed
C) Expression
D) Random

5. In the regression node, which option uses all of the input fields in the model regardless of importance or significance?

A) Stepwise
B) Backwards
C) Enter
D) Forwards

Solutions: