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IBM SPSS Modeler Professional v2 Sample Questions:

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

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

2. Which statement accurately describes the function of the Coerce data check setting on the Type node?

A) Checks all fields for values outside the specified range and reports unspecified values.
B) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
C) None of the above is accurate.
D) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.

3. 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) Plot node
B) Histogram node
C) Distribution node
D) Evaluation node

4. Which of the following is the biggest advantage of using a data cache?

A) Applying modifications to new data more easily
B) Using the prepared data file more efficiently
C) Integrating the modified data with the original data source
D) Creating reports or doing other analyses with other software

5. After using the Binning node and Optimal binning method on Debt to income ratio using Previously defaulted as the Supervisor Field. we observe in the Matrix table the following relationship between the binned field and Previously defaulted.

True or false: this relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the Binned field is maximized.

A) False
B) True

Solutions: