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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Model Assessment and Implementation | 25-30% | - Model Evaluation
|
| Topic 2: Data Sources | 20-25% | - Create and Explore Data Sources
|
| Topic 3: Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
| Topic 4: Building Predictive Models | 35-40% | - Model Development
|
You are building a model for a marketing campaign. Every responder to the campaign solicitation will generate $471 in gross revenue. The average cost per solicitation is $66. Incorporating the above information in a decision matrix, what would be the decision threshold (probability cutoff) generated in your model?
You may use a calculator for this question. On the certification exam, an on-screen calculator is provided for you.
Select one:
Response:
Correct Answer: A 🗳️
If we were to add a Transformation node, what would be the default transformation for interval inputs for the present scenario?
Response:
Correct Answer: A 🗳️
Which statement describes the Decision Tree Split Search mechanism for categorical inputs?
Select one:
Response:
Correct Answer: D 🗳️
You are building a model to identify fraud. Your model will produce predictions that can be interpreted as the probability of fraud. You will pass on the top 100 scoring cases to management for investigation. Assume that you have sufficient data to hold out a validation and test data set for model evaluation.
Which selection would represent a reasonable ordering of fit statistics (best to worst) for this situation?
Select one:
Response:
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.
Consider the variable TLCnt03 in the selected model. Based on the model results, changing this variable by 1 unit will result in which of the following?
Response:
Correct Answer: B 🗳️
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