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

1. Which of the following is not true about results produced by the Regression node?
Response:

A) Variable Summary information identifies the roles of variables used by the Regression node.
B) Fit Statistics can provide information that affects decision predictions, but does not affect estimate predictions.
C) Model Information provides you with information that includes the number of target categories and the number of model parameters.
D) Type 3 Analysis of Effects provides you with information about the number of parameters that each input contributes to the model.

2. The number of hidden layers in this Neural Network model is which of the following?
Response:

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

3. 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

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) 13.39%
D) 47.82%

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

Solutions: