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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Evaluation | - Assess model performance
| |
| Topic 2: Data Preparation | - Prepare data for modeling
| |
| Topic 3: Data Understanding | - Explore and assess data
| |
| Topic 4: Deployment | - Implement analytical solutions
| |
| Topic 5: Business Understanding and Planning | 10% | - Business objectives
|
| Topic 6: Modeling | - Build predictive models
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
To score new data using an existing model, the user must:
- A. Change the data source and rename the fields so they do not match the names of the fields in original file.
- B. Change the data source and rename the fields as needed to match the names of the in original file.
- C. Change the data source and develop a new model for that data.
- D. Not change the data source and develop a new model for that data.
Correct Answer: D 🗳️
Which statement is correct regarding the sample node dialogue shown below?
- A. It will select every 60th record from the data.
- B. It will randomly select exactly 60% of all the record.
- 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.
Correct Answer: C 🗳️
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 Minimum records per child branch
- B. Increase the pruning severity
- C. Decrease the pruning severity
- D. Increase the Minimum records per child branch
Correct Answer: B,D 🗳️
A histogram chart is used to graph fields of which measurement type?
- A. Continuous
- B. Flag
- C. Ordinal
- D. Nominal
Correct Answer: A 🗳️
Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)
- A. C5
- B. C & RT
- C. QUEST
- D. CHAID
Correct Answer: A,C 🗳️
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