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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?

A) Means node
B) Statistics node
C) Distribution node
D) Table node

2. After the binning node and Optimal binning on debt to income ratio Previously defaulted as the Supervisor field, we observe in matrix the following relationship between the behind field and previously defaulted.

This relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the banned field as maximized.

A) True
B) False

3. A Database Export node can be used to write data to more than one database table in the same operation.

A) True
B) False

4. Some data mining model such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysis determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could ad with interpretation?

A) Histogram node
B) Plot node
C) Distribution node
D) Evaluation node

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

Solutions: