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IBM SPSS Modeler Professional v2 Sample Questions:

1. Which stage of the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology is the most time consuming?

A) Modeling
B) Evaluation
C) Data Preparation
D) Business Understanding

2. When using the Algorithm method to replace missing values in Data Audit output, which algorithm is used?

A) Neural Net
B) 05.0
C) C&RT
D) Cox Regression

3. In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)

A) Decrease the pruning severity.
B) Decrease the Minimum records per child branch.
C) Increase the Minimum records per child branch.
D) Increase the pruning severity.

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

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

5. Consider this Filler node where Age of respondent is stored as a string. What operation will the Replace with:
Expression accomplish?

A) Uses @FIELD to create a new field.
B) Converts numeric values to integers and leaves the non-numeric values as is.
C) Converts numeric values to integers and converts non-numeric values to $null$ value.
D) The expression is not a valid operation.

Solutions: