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SASInstitute A00-255 Certification Exam is designed for professionals who want to demonstrate their proficiency in predictive modeling using SAS Enterprise Miner. SAS Predictive Modeling Using SAS Enterprise Miner 14 certification is especially useful for data analysts, statisticians, and business analysts who work with large datasets and want to use predictive models to make informed business decisions.

SASInstitute A00-255 Exam is suitable for individuals who are proficient in SAS programming and have experience in data preparation, data mining, and data analysis. A00-255 exam objectives include understanding data exploration, data preparation, variable selection, modeling, and model assessment. A00-255 exam also covers advanced modeling techniques, such as decision trees, neural networks, and ensemble models.

SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions (Q17-Q22):

NEW QUESTION # 17
Assume in a data mining project that the task is to predict rankings of a target variable as accurately as possible. Which of the following should be used to judge prediction models?
Response:

A. average squared error
B. misclassification
C. Gini coefficient
D. KS statistic

Answer: C

NEW QUESTION # 18
The selected model, based on the misclassification rate for the validation data, has how many input variables?
Response:

A. 0
B. 4 or more
C. 1
D. 2

Answer: C

NEW QUESTION # 19
Which model was picked as the best model by SAS Enterprise Miner?
Response:

A. None of the above
B. Decision Tree
C. Decision Tree (3-way)
D. Regression

Answer: B

NEW QUESTION # 20
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. 60%
B. 57%
C. 67%
D. 40%

Answer: B

NEW QUESTION # 21
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. 5.00
C. 5862.76
D. 67409.93

Answer: A

NEW QUESTION # 22
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