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SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions (Q12-Q17):

NEW QUESTION # 12
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. 7% or higher
B. under 4.99%
C. 5%-5.99%
D. 6%-6.99%

Answer: B

NEW QUESTION # 13
Assume the Target has an event proportion of 2% in the original data. Which of the following property values should be used in the Sample node of SAS Enterprise Miner to create a sample from that data with a balanced 50/50 split for Target?
Select one:
Response:

A. Sample Method: Stratify and Criterion: Proportional
B. Sample Method: Stratify and Criterion: Equal
C. Sample Method: Random and Criterion: Equal
D. Sample Method: Random and Criterion: Proportional

Answer: B

NEW QUESTION # 14
Transformation of input variables to make their distributions more symmetric will likely have what impact in a logistic regression?
Select one:
Response:

A. create convergence problems in maximum likelihood estimation
B. neither increase nor decrease the performance of logistic regression
C. increase the performance of logistic regression
D. decrease the performance of logistic regression

Answer: C

NEW QUESTION # 15
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. 57%
C. 40%
D. 60%

Answer: B

NEW QUESTION # 16
You are building a model to identify fraud. Your model will produce predictions that can be interpreted as the probability of fraud. You will pass on the top 100 scoring cases to management for investigation. Assume that you have sufficient data to hold out a validation and test data set for model evaluation.
Which selection would represent a reasonable ordering of fit statistics (best to worst) for this situation?
Select one:
Response:

A. R-square, AIC, K-S statistic
B. ROC index, ASE, misclassification rate
C. Misclassification rate, ROC index, ASE
D. ASE, Lift for the top 10%, ROC index

Answer: B

NEW QUESTION # 17
......

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