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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
Passing Score:725 (scale 200–1000)
Related Certifications:SAS Certified Advanced Analytics Professional
Exam Price:$250 USD
Available Languages:English
Exam Format:Short answer, Multiple choice, Performance-based
Exam Duration:165 minutes
Certificate Validity Period:Valid indefinitely once earned
Real Exam Qty:55–60
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:

SectionWeightObjectives
Topic 1: Data Sources20–25%- Explore and assess data sources
- Modify and prepare source data for modeling
- Create data sources from SAS tables
Topic 2: Predictive Model Assessment and Implementation25–30%- Evaluate performance via profit/loss and comparison
- Adjust for oversampling and sampling methods
- Score and deploy models
- Apply appropriate fit statistics
Topic 3: Building Predictive Models35–40%- Build models using neural networks
- Build models using regression techniques
- Understand predictive modeling concepts
- Build models using decision trees
Topic 4: Pattern Analysis10–15%- Interpret pattern discovery results
- Identify clusters and segments

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

Question 1

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

A. 200 or higher
B. 100-149
C. 150-199
D. 0-99


Question 2

For the variable InqTimeLast, which term best describes the shape of its distribution?
Response:

A. left skewed
B. right skewed
C. bimodal
D. symmetric


Question 3

Perform these tasks in SAS Enterprise Miner:
- Add a Decision Tree node after the Impute node with TARGET as the dependent variable and all other input variables as independent variables (main effects only). Configure the decision tree to use 1 for Number of Surrogate Rules and Largest for Method in Subtree. Do not change any other property of the Decision Tree node.
- Add another Neural Network node after the decision tree with TARGET as the dependent variable and all other input variables as independent variables (main effects only). Configure the Neural Network model to use Average Error for Model Selection Criterion. Do not change any other property for the Neural Network node. Run the process flow.
Which of the following variables was used in the decision tree model?
Response:

A. TLDel90Cnt24
B. TLDel3060Cnt24
C. IMP_TLSatCnt
D. InqFinanceCnt24.


Question 4

Perform these tasks in SAS Enterprise Miner:
*Continue to use the same diagram. Define and create the data set CREDIT_SCORE for scoring. The variables (their roles and measurement levels) in the CREDIT_SCORE data should be set as identical to those in the CREDIT dat a. The only exception is that the scoring data does not have a TARGET variable.
* Find the best model out of Decision Tree, Decision Tree (3-way), Regression, and Neural Network as defined by each of the four model's overall performance in the validation data measured by average squared error. Now, use this best model to score the CREDIT_SCORE data.
CREDIT SCORE:

The percentage of TARGET=1 as predicted by the best model on the scoring data is in which of the following ranges?
Response:

A. 5%-5.99%
B. 6%-6.99%
C. under 4.99%
D. 7% or higher


Question 5

Perform these tasks in SAS Enterprise Miner:
- Add a Decision Tree node after the Impute node with TARGET as the dependent variable and all other input variables as independent variables (main effects only). Configure the decision tree to use 1 for Number of Surrogate Rules and Largest for Method in Subtree. Do not change any other property of the Decision Tree node.
- Add another Neural Network node after the decision tree with TARGET as the dependent variable and all other input variables as independent variables (main effects only). Configure the Neural Network model to use Average Error for Model Selection Criterion. Do not change any other property for the Neural Network node. Run the process flow.
How many leaves are there in the decision tree?
Response:

A. 1-10
B. 16-20
C. 21 or more
D. 11-15


Solutions:

Question 1
Answer: B
Question 2
Answer: B
Question 3
Answer: B
Question 4
Answer: C
Question 5
Answer: D

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