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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Deployment | - Implement analytical solutions
| |
| Modeling | - Build predictive models
| |
| Data Preparation | - Prepare data for modeling
| |
| Business Understanding and Planning | 10% | - Business objectives
|
| Evaluation | - Assess model performance
| |
| Data Understanding | - Explore and assess data
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Which method is not available for imputing missing values in Data Audit output?
- A. Random
- B. Expression
- C. Fixed
- D. Multiple
Correct Answer: D 🗳️
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. Increase the pruning severity
- B. Increase the Minimum records per child branch
- C. Decrease the pruning severity
- D. Decrease the Minimum records per child branch
Correct Answer: A,B 🗳️
Assume that you have the field A, B, C, and D and you wish to find the sum of values even if there are $null$ missing values in one or more fields.
Which expression would accomplish this task?
- A. sum_n( [A, B, C, D])
- B. sum_n(A B C D})
- C. to_real (A)+ to_real (B)+ to_real (C)+ to_real (D)
- D. A+B+C+D
Correct Answer: A 🗳️
Examine the output generated by the K-Means clustering model.
Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)
If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?
- A. Create a "Pay as You Go" plan (pay only for the minutes you use)
- B. Improve the local calling plan and rates
- C. Improve the long distance calling plan and rates.
- D. Improve the international calling plan and rates
Correct Answer: A 🗳️
Business objectives are the origin of every data mining solution.
- A. False
- B. True
Correct Answer: B 🗳️
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