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

SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions:

Open the diagram labeled Practice A within the project labeled Practice A. Perform the following in SAS Enterprise Miner:

1. Set the Clustering method to Average.
2. Run the Cluster node.
What is the Cubic Clustering Criterion statistic for this clustering?
Response:

  • A. 5862.76
  • B. 14.69
  • C. 5.00
  • D. 67409.93
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

What is the average squared error in the training data?
Response:

  • A. 0.131583
  • B. 0.133665
  • C. 0.131709
  • D. 0.131208
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

What is the kurtosis value for the variable TLDel60Cnt24?
Response:

  • A. between 14 and 16.99
  • B. less than 10
  • C. 17 or higher
  • D. between 10 and 13.99
Reveal Solution  Discussion  0

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:

  • A. none of the above
  • B. Maximum Correlation
  • C. Maximum Normal
  • D. Optimal
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

For the variable InqCnt06, replace all values over 10.1 with the value 10. How many values are replaced?
Response:

  • A. 150-199
  • B. 100-149
  • C. 0-99
  • D. 200 or higher
Reveal Solution  Discussion  0

Correct Answer: B  🗳️


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