Try SASInstitute : A00-255 valid & accurate questions and answers
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SASInstitute A00-255 Exam Overview:
| Certification Vendor: | SASInstitute |
|---|---|
| Exam Name: | SAS Predictive Modeling Using SAS Enterprise Miner 14 |
| Exam Number: | A00-255 |
| Available Languages: | English |
| Exam Price: | $250 USD |
| Real Exam Qty: | 55–60 |
| Certificate Validity Period: | Valid indefinitely once earned |
| Related Certifications: | SAS Certified Advanced Analytics Professional |
| Passing Score: | 725 (scale 200–1000) |
| Exam Format: | Short answer, Multiple choice, Performance-based |
| Exam Duration: | 165 minutes |
| Recommended Training: | SAS Enterprise Miner Training Courses |
| Exam Registration: | Pearson VUE Registration SAS Certification Registration |
| Sample Questions: | SASInstitute A00-255 Sample Questions |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | Recommended: experience with SAS Enterprise Miner, data mining and predictive modeling concepts; no mandatory prerequisites |
| Official Syllabus URL: | https://www.sas.com/en_us/certification/credentials/advanced-analytics/predictive-modeler-14.html |
SASInstitute A00-255 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Model Assessment and Implementation | 25–30% | - Evaluate performance via profit/loss and comparison - Adjust for oversampling and sampling methods - Score and deploy models - Apply appropriate fit statistics |
| Topic 2: Pattern Analysis | 10–15% | - Interpret pattern discovery results - Identify clusters and segments |
| Topic 3: Data Sources | 20–25% | - Modify and prepare source data for modeling - Explore and assess data sources - Create data sources from SAS tables |
| Topic 4: Building Predictive Models | 35–40% | - Build models using decision trees - Build models using neural networks - Understand predictive modeling concepts - Build models using regression techniques |
SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions:
What percentage of observations in the test data has TARGET=1?
Response:
- A. 16.8874
- B. 16.5924
- C. 83.3333
- D. 16.6627
Correct Answer: A 🗳️
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.
Suppose that the data has been oversampled and the probability that TARGET=1 is 0.10 in the population. Incorporate the above scenario and run the Decision Tree node again.
What is the misclassification rate in the validation data set?
Response:
- A. 0.10
- B. 0.162252
- C. 0.157016
- D. 0.154788
Correct Answer: C 🗳️
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. 0.86
- B. 0.16
- C. 0.14
- D. 0.20
Correct Answer: C 🗳️
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. 14.69
- B. 5862.76
- C. 5.00
- D. 67409.93
Correct Answer: A 🗳️
Which of the following is not a good reason to"regularize" input distributions using a simple transformation?
Response:
- A. Regression models are sensitive to extreme or outlying values in the input space.
- B. One benefit is improved model performance.
- C. Another benefit is ease in model interpretation.
- D. When you perform regression, inputs with highly skewed or highly kurtotic distributions can be selected over inputs that would yield better overall predictions.
Correct Answer: C 🗳️
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