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

2. 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) less than 1.00
C) between 2.00 and 2.99
D) 3.00 or higher

3. For the Variable Selection node, which statement describes the R-squared variable selection criterion?
Select one:
Response:

A) It uses a chi-squared Decision Tree with no Bonferoni adjustment to select the relevant inputs.
B) It is similar to a decision tree algorithm in being able to detect nonlinear and non-additive relationships between inputs and the target.
C) It uses a squared correlation and then a stepwise regression to eliminate irrelevant inputs.
D) It looks for a set of colinear inputs that correlate with the target.

4. How many hidden layers are generally needed in an MLP-based neural network to capture a discontinuous relationship between inputs and target?
Response:

A) no hidden layer, direct connection between inputs and output is preferred
B) three or more hidden layers
C) two hidden layers
D) one hidden layer

5. 1. Create a project named Insurance, with a diagram named Explore.
2. Create the data source, DEVELOP, in SAS Enterprise Miner. DEVELOP is in the directory c:\workshop\Practice.
3. Set the role of all variables to Input, with the exception of the Target variable, Ins (1= has insurance, 0= does not have insurance).
4. Set the measurement level for the Target variable, Ins, to Binary.
5. Ensure that Branch and Res are the only variables with the measurement level of Nominal.
6. All other variables should be set to Interval or Binary.
7. Make sure that the default sampling method is random and that the seed is 12345.
What is the mean credit card balance (CCBal) of the customers with a variable annuity?
Response:

A) $8,711.65
B) $9,586.55
C) $0.00
D) $11,142.45

Solutions: