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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Which statement is correct regarding the sample node dialogue shown below?

A) It will randomly select exactly 60% of all the record.
B) It will select every 60th record from the data.
C) It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
D) It will always draw the same 60% of records each time this sample node is run.

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

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

3. The Distribution node produces which output? (Select all that apply)

A) Table displaying the percentage and count for each category of a field
B) Chart showing the count for each category of 3 field
C) Chart showing the distribution for a continuous field
D) Summary statistics for a continuous field

4. Which nodes can be used to replace missing data with valid values? [Select all that apply.)

A) Filler node
B) Data Audit node
C) Distribution node
D) Filter node

5. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?

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

Solutions: