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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

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

A) Nullify
B) Recode
C) Coerce
D) Discard

2. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?

A) The best model for cases in the training partition to predict the field CHURNED
B) The theoretically best model to predict the field CHUREND
C) The best current model to predict the field CHURNED
D) None of the above

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

4. 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.

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

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

Solutions: