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

2. The set Random seed option on the sample node is required if you want to draw the same random sample with the same records more than once.

A) False
B) True

3. Examine the Matrix table shown below which relates the field churn (whether a customer will churn) to age cat (age groups).

Based on the table, which statements are accurate? (Select all that apply)

A) 42.283% of the 18-24 year old will churn.
B) 1.768% of those that churn are over 65 years of age.
C) Older age groups are less likely to churn than the younger ages.
D) Measured by Chi-square is a weak relationship.

4. Which web node options will remove lines from the graph? (Select all that apply)

A) Increase the Maximum number of links to display.
B) Increase the Min records/line
C) Decrease the Max records/line

5. Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)

A) C5
B) C & RT
C) QUEST
D) CHAID

Solutions: