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IBM SPSS Modeler Professional v2 Sample Questions:

1. Examine the Matrix table shown below which relates the fields churn (whether a customer will churn) to agecat (Age groups).

Based on the table, which statements are accurate? (Choose two.)

A) 42.283% of the 18-24 year olds will churn.
B) Measured by the Chi-square, this is a weak relationship.
C) 10.768% of those that churn are over 65 years of age.
D) Older age groups are less likely to churn than the younger ages.

2. Examine the output generated by the K-Means clustering model.

Study the results of the Distribution node relating the clusters created by K-Means to the outcome (dependent) field current customers; Vol = customers that left; In Vol = customers that were dropped because they did not pay).

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

3. What are the options for defining outliers in the Data Audit node? (Choose two.)

A) Standard deviations from the mean
B) Eigen values greater than 1
C) Values that represent less than 1% of all values
D) Inter quartile range

4. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)

A) Easter to score
B) Higher accuracy
C) None of the above
D) Easier interpretation

5. Which nodes can be used to replace missing data with valid values? (Choose two.)

A) Filter node
B) Distribution node
C) Data Audit node
D) Filler node

Solutions: