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SASInstitute A00-255 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
| Data Sources | 20-25% | - Prepare Source Data
|
| Building Predictive Models | 35-40% | - Model Development
|
| Predictive Model Assessment and Implementation | 25-30% | - Model Evaluation
|
SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions:
Which model was picked as the best model by SAS Enterprise Miner?
Response:
- A. None of the above
- B. Regression
- C. Decision Tree
- D. Decision Tree (3-way)
Correct Answer: C 🗳️
Consider a binary target variable. Assume Accuracy is the desired assessment measure. Accuracy is not an option in the Decision Tree node. Which assessment measure can you use as a proxy for accuracy?
Select one:
Response:
- A. Average Squared Error
- B. Mean Square Error
- C. Total Profit
- D. 1 - Misclassification Rate
Correct Answer: D 🗳️
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. 25%
- B. 30%
- C. 60%
- D. 140%
Correct Answer: D 🗳️
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. 25-49.99
- C. 0-24.99
- D. 75 or more
Correct Answer: D 🗳️
For the variable InqTimeLast, which term best describes the shape of its distribution?
Response:
- A. left skewed
- B. symmetric
- C. bimodal
- D. right skewed
Correct Answer: D 🗳️
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