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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Assuming there are enough records and Age in years and Years of current address have sufficient range of values, the Binning node below will produce how many new fields?

A) 2 new fields, one for each Bin field
B) 4 new fields, two for each Bin field
C) 1 new field which is behind sum of age of years and years at current address
D) 6 new fields, two for each Bin field and two measures of error

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

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

3. In order to make decision Tree models more general, avoid over filtering, and make the trees complex, what would you need to change in the dialogue box? (Select all that apply)

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

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

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

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

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

Solutions: