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SASInstitute A00-255 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Predictive Model Assessment and Implementation25-30%- Model Evaluation
  • 1. Select appropriate fit statistics
  • 2. Compare models using Model Comparison node
  • 3. Use decision processing for oversampling adjustment
  • 4. Assess model performance using profit and loss information
- Model Deployment
  • 1. Score data sets within Enterprise Miner
Topic 2: Pattern Analysis10-15%- Segmentation and Association Analysis
  • 1. Perform association analysis
  • 2. Perform sequence analysis and market basket analysis
  • 3. Identify clusters using Cluster and Segment Profile nodes
Topic 3: Building Predictive Models35-40%- Model Development
  • 1. Build regression models
  • 2. Build neural network models
  • 3. Build decision tree models
  • 4. Describe predictive modeling concepts and terminology
Topic 4: Data Sources20-25%- Create and Explore Data Sources
  • 1. Explore and assess data sources
  • 2. Create data sources from SAS tables in Enterprise Miner
- Prepare Source Data
  • 1. Modify source data
  • 2. Prepare data for predictive modeling

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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