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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

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

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

2. What is the function of the Ensemble node?

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

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

4. Assuming there are enough records and Age in years and Years of current address have sufficient range of values, the Binning node below will produce how many new fields?

A) 2 new fields, one for each Bin field
B) 6 new fields, two for each Bin field and two measures of error
C) 1 new field which is behind sum of age of years and years at current address
D) 4 new fields, two for each Bin field

5. When using the algorithm method to replace missing values in data audit output, which algorithm is used?

A) C5.0
B) C & RT
C) Neural Net
D) Cox Regression

Solutions: