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SASInstitute A00-255 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Model Assessment and Implementation | 25-30% | - Model Evaluation
|
| Topic 2: Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
| Topic 3: Building Predictive Models | 35-40% | - Model Development
|
| Topic 4: Data Sources | 20-25% | - Create and Explore Data Sources
|
SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions:
1. In SAS Enterprise Miner's Decision Tree node, which of the following types of target variable can be used?
Response:
A) binary
B) interval
C) all of the above
D) nominal with any number of categories
2. Perform these tasks in SAS Enterprise Miner:
* Add a Decision Tree node, as shown below. (Make sure you use only default options in the Decision Tree node.)
* Run the Decision Tree node.
What is the probability that TARGET=0 for ID=000355 in the training data?
Response:
A) 0.077935227
B) 0.0658174098
C) 0.9220647773
D) 0.9341825902
3. Look over the output from the Neural Network model. Which of the following statement(s) is (are) true?
Response:
A) The optimization for the model has not been completed.
B) All of the above
C) The model has too few input variables.
D) The misclassification error for the test data is 0.154255.
4. Which of the following sequential selection methods do you use so that SAS Enterprise Miner will look at all variables already included in the model and delete any variable that is not significant at the specified level?
Response:
A) Forward
B) Stepwise
C) None
D) Backward
5. Perform these tasks in SAS Enterprise Miner:
* Add a Decision Tree node, as shown below. (Make sure you use only default options in the Decision Tree node.)
* Run the Decision Tree node.
In the decision tree model, what is the importance of the variable InqCnt06?
Response:
A) less than 0.149999
B) 0.15-0.299999
C) 0.45 or higher
D) 0.30-0.449999
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: D |
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