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IBM SPSS Modeler Professional v2 Sample Questions:

1. Some data mining models such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysts 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 aid with interpretation?

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

2. The Distribution node produces which output? (Choose two.)

A) Summary statistics for a continuous field
B) Chart showing the distribution for a continuous field
C) Table displaying the percentage and count for each category of a field
D) Chart showing the count for each category of a field

3. 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) 10.768% of those that churn are over 65 years of age.
B) 42.283% of the 18-24 year olds will churn.
C) Measured by the Chi-square, this is a weak relationship.
D) Older age groups are less likely to churn than the younger ages.

4. Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?

A) Record Ops
B) Field Ops
C) Export
D) Sources

5. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of the following nodes? (Choose two.)

A) Statistics node
B) Sample node
C) Data Audit node
D) Table node

Solutions: