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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Preparation | - Prepare data for modeling
| |
| Topic 2: Data Understanding | - Explore and assess data
| |
| Topic 3: Deployment | - Implement analytical solutions
| |
| Topic 4: Business Understanding and Planning | 10% | - Business objectives
|
| Topic 5: Evaluation | - Assess model performance
| |
| Topic 6: Modeling | - Build predictive models
|
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) 1 new field which is behind sum of age of years and years at current address
B) 4 new fields, two for each Bin field
C) 6 new fields, two for each Bin field and two measures of error
D) 2 new fields, one for each Bin field
2. What is the function of the Ensemble node?
A) None of the above
B) Combining models together to produce higher accuracy
C) Transferring the existing values to improve accuracy
D) The development of additional fields to improve accuracy
3. Which statement is correct interpretation of the rule, "those that use less than or equal to
4.976 of LOCAL are predicted to be inVol "?
A) This rule does not exist.
B) The rule applies to 88 people and the confidence is 80.7%.
C) This rule was accurate 88 times which was 80.7% of the time.
D) The accuracy of this cannot be determined
4. Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistence in the category keys used in both in the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:
A) A full outer join
B) An inner join
C) A partial outer join
D) An anti-join
5. Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A) Filler node
B) Derive node
C) Data Audit node
D) Filter node
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: C |
