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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

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

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

2. What is the function of the Ensemble node?

A) Transferring the existing values to improve accuracy
B) Combining models together to produce higher accuracy
C) None of the above
D) The development of additional fields to improve accuracy

3. Consider the output from the analysis node.

For the training data set, the Neutral Net and the C5 model make the same prediction:

A) 92.77% of the time
B) 87.62% of the time
C) 87.79% of the time.
D) 93.80% of the time

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

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

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

Solutions: