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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Looking at the gains chart shown below, which model has a higher level of accuracy when predicting Churn = "Y"?

A) The structured data model
B) The structured and unstructured data model
C) Predictive accuracy cannot be determined from this gains chart
D) The models are equivalent

2. Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?

A) FIRST_NAME ** ++ ** LAST_NAME
B) FIRST_NAME >< LAST_NAME
C) FIRST_NAME + ** + LAST_NAME
D) FIRST_NAME >< ** >< LAST_NAME

3. Which Model nodes can have a categorical target field? (Select all that apply)

A) C & R Tree node
B) Discriminant node
C) Neutral Net node
D) Linear node

4. In Sequence modeling, specifying that IDs are contiguous has which effect?

A) Improves the model Silhouette measure.
B) Requires fewer fields to create the model
C) Speeds up the processing
D) Requires fewer observations to create a valid model.

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

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

Solutions: