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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. What are the advantages of pruning Decision Tree models? (Select all that apply.)

A) Pruning can improve the generalization of the tree.
B) Pruning can help simplify the tree.
C) Pruning in make the tree easier to interpret.
D) Pruning can increase the accuracy of the tree.

2. In two step node shown below, what does standardize numeric fields mean?

A) Limit the number of created clusters.
B) Eliminate outliers to improve results.
C) Transform the numeric fields to a scale with a mean of zero and variance of one.
D) Use only the numeric fields scale.

3. Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?

A) Changes in marketing strategies by your firm.
B) New products and services sold by your firm.
C) New customer in database.
D) Changes in general economy.

4. Which nodes are best suited for revealing relationship between categorical (nominal, ordinal) fields? (Select all that apply)

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

5. Which statement about the filer dialogue shown below is correct?

A) No missing values will be replaced because neither field was specified in Condition box for missing value replacement.
B) The missing values for both AGE and INCOME will be replaced by zeroes.
C) None of the statements is correct.
D) Missing values for the field @FIELD will be replaced.

Solutions: