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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) Coerce
C) Discard
D) Recode

2. On the PCA/Factor node when doing a Principle Component analysis without rotation, the values reported on the Component Matrix represents the correlation between each field and factor.

A) True
B) False

3. In Sequence modeling, specifying that IDs are contiguous has which effect?

A) Requires fewer fields to create the model
B) Improves the model Silhouette measure.
C) Requires fewer observations to create a valid model.
D) Speeds up the processing.

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

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

5. 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) 1.768% of those that churn are over 65 years of age.
B) Measured by Chi-square is a weak relationship.
C) Older age groups are less likely to churn than the younger ages.
D) 42.283% of the 18-24 year old will churn.

Solutions: