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SASInstitute A00-255 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Predictive Model Assessment and Implementation | 25-30% | - Model Evaluation
|
| Data Sources | 20-25% | - Prepare Source Data
|
| Building Predictive Models | 35-40% | - Model Development
|
| Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions:
Refer to the graphs shown below. The graphs are from a study of response rate to a marketing campaign.
How much more likely are the top 20% of targeted respondents to purchase the product than a randomly selected sample?
Select one:
Response:
- A. 30%
- B. 60%
- C. 140%
- D. 25%
Correct Answer: C 🗳️
A separate sample has been taken such that the target distribution in the separate sample is different from the target distribution in the original sample.
What should be adjusted?
Select one:
Response:
- A. confidence intervals
- B. specificity
- C. sensitivity
- D. lift
Correct Answer: D 🗳️
The number of neurons in this Neural Network model is which of the following:
Response:
- A. 2
- B. 4 or more
- C. 1
- D. 3
Correct Answer: C 🗳️
Perform these tasks in SAS Enterprise Miner:
- Use the Regression node to build another regression model with TARGET as the dependent variable and all other input variables as independent variables (main effects only).
- Configure the regression model to use Stepwise for Selection Model and Validation Error for Selection Criteri a. Do not change any other property for the regression model.
For the validation data, in what range does cumulative percent captured response at the 60th percentile lie?
Response:
- A. 50-74.99
- B. 75 or more
- C. 25-49.99
- D. 0-24.99
Correct Answer: B 🗳️
For the variable InqCnt06, replace all values over 10.1 with the value 10. How many values are replaced?
Response:
- A. 150-199
- B. 0-99
- C. 200 or higher
- D. 100-149
Correct Answer: D 🗳️
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