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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Which statements are true of the Feature Selection node? (Select all that apply)

A) Input fields can be selected on the basis or importance.
B) When a target field is not specified then it will create a generalized output.
C) The Input fields can only be continuous measurement.
D) The Target fields can be either categorical or continuous measurement.

2. What is the function of the Ensemble node?

A) The development of additional fields to improve accuracy
B) None of the above
C) Transferring the existing values to improve accuracy
D) Combining models together to produce higher accuracy

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

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

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

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

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

Solutions: