Exam Name: SAS Predictive Modeling Using SAS Enterprise Miner 14
Certification Provider: SASInstitute
Corresponding Certification: SAS Institute SAS
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SASInstitute A00-255 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
| Topic 2: Data Sources | 20-25% | - Prepare Source Data
|
| 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:
How many hidden layers are generally needed in an MLP-based neural network to capture a discontinuous relationship between inputs and target?
Response:
- A. no hidden layer, direct connection between inputs and output is preferred
- B. one hidden layer
- C. three or more hidden layers
- D. two hidden layers
Correct Answer: D 🗳️
An analyst is performing a market basket analysis (affinity analysis) on the purchase of Shaving Cream and Seltzer Water. The purchase data from a set of 250 customers is shown below:
What is the confidence of the rule "Shaving Cream implies Seltzer Water"? You may use a calculator for this question. On the certification exam, an on-screen calculator is provided for you.
Select one:
Response:
- A. 67%
- B. 40%
- C. 60%
- D. 57%
Correct Answer: D 🗳️
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:
- A. 0.16
- B. 0.14
- C. 0.86
- D. 0.20
Correct Answer: B 🗳️
Sometimes in predictive modeling we build models using a sample that has a primary outcome proportion different from true population proportion. This is usually done when the ratio of primary to secondary outcomes in a binary target variable in the population is close to which of the following?
Response:
- A. 0.8
- B. 1
- C. 0.05
- D. 1.2
Correct Answer: C 🗳️
For the variable InqCnt06, replace all values over 10.1 with the value 10. How many values are replaced?
Response:
- A. 150-199
- B. 0-99
- C. 200 or higher
- D. 100-149
Correct Answer: D 🗳️
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