SASInstitute A00-255 : SAS Predictive Modeling Using SAS Enterprise Miner 14

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SASInstitute A00-255 Exam Syllabus Topics:

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

Question 1

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

Question 2

If you only consider observations for which TARGET=0, what percentage of such observations has BanruptcyInd=1?
Response:

A. 80% or higher
B. less than 15%
C. between 50%-79.99%
D. between 15%-49.99%

Question 3

The Chi Square statistic for measuring association between the variables BanruptcyInd and TARGET is which of the following?
Response:

A. between 1.00 and 1.99
B. 3.00 or higher
C. between 2.00 and 2.99
D. less than 1.00

Question 4

In segment 2, what percentage of GiftAvgCard36 values are between 6.6638 and 11.998?
Select one:
Response:

A. 14.00%
B. 48.59%
C. 47.82%
D. 13.39%

Question 5

Which method of input selection for regression analysis evaluates the statistical significance of all included inputs after each input is added?
Select one:
Response:

A. Forward
B. Stepwise
C. Simple
D. Backward

Solutions: