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

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

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

2. 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) ASE, Lift for the top 10%, ROC index
C) Misclassification rate, ROC index, ASE
D) ROC index, ASE, misclassification rate

3. The number of neurons in this Neural Network model is which of the following:
Response:

A) 4 or more
B) 2
C) 1
D) 3

4. Refer to the exhibit:

When the Explore button is selected in the graphic, what information will be displayed?
Select one:
Response:

A) Sample Properties, Sample Statistics, sample data for the selected variable, and a pie chart of the selected variable
B) Sample Properties, Sample Statistics, sample data for the selected variable, and a histogram of the data for the selected variable
C) Sample Properties, Sample Statistics, sample data with all variables and values, and a histogram of the data for the selected variable
D) Sample Properties, Sample Statistics for all variables, and sample data for all variables

5. 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) 40%
C) 67%
D) 57%

Solutions: