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SASInstitute A00-255 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Sources | 20-25% | - Prepare Source Data
|
| Topic 2: Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
| Topic 3: Building Predictive Models | 35-40% | - Model Development
|
| Topic 4: Predictive Model Assessment and Implementation | 25-30% | - Model Deployment
|
SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions:
1. In segment 2, what percentage of GiftAvgCard36 values are between 6.6638 and 11.998?
Select one:
Response:
A) 13.39%
B) 14.00%
C) 47.82%
D) 48.59%
2. Assume you have two equally appealing logistic regression models. Then, if you have to select only one out of these two models, you should select the one that has which of the following?
Response:
A) smaller value of gamma
B) higher value of AIC (Akaike,s information criterion)
C) smaller value of SBC (Schwarz,s Bayesian criterion)
D) all of the above
3. 1. Create a project named Insurance, with a diagram named Explore.
2. Create the data source, DEVELOP, in SAS Enterprise Miner. DEVELOP is in the directory c:\workshop\Practice.
3. Set the role of all variables to Input, with the exception of the Target variable, Ins (1= has insurance, 0= does not have insurance).
4. Set the measurement level for the Target variable, Ins, to Binary.
5. Ensure that Branch and Res are the only variables with the measurement level of Nominal.
6. All other variables should be set to Interval or Binary.
7. Make sure that the default sampling method is random and that the seed is 12345.
What is the mean credit card balance (CCBal) of the customers with a variable annuity?
Response:
A) $8,711.65
B) $11,142.45
C) $9,586.55
D) $0.00
4. How many unique indicator variables were created during imputation?
Response:
A) 1-10
B) none
C) 21 or higher
D) 11-20
5. 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 Importance statistic for MTGBal (Mortgage Balance)?
Response:
A) 0.60485
B) 0.42667
C) 0.42541
D) 0.32959
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: A |



