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

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

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

2. Refer to the following profit matrix and confusion matrix for a campaign soliciting product purchases. The predicted variable is a binary outcome.

Based on the above tables, what is the average profit? You may use a calculator for this question. On the certification exam, an on-screen calculator is provided for you.
Select one:
Response:

A) 86.25
B) 69
C) 690
D) 6.9

3. Refer to the exhibit:

The SAS data set retail contains information on the count of retail store sales based on the following item types: bargain, essential, gourmet, and health. Based on the results from the Cluster Profile node, which statement is true?
Select one:
Response:

A) The overall distribution of bargain item sales is left-skewed and Segment 4 contains stores selling fewer than average bargain items.
B) The overall distribution of essential item sales is approximately normal and Segment 1 contains stores selling fewer than average essential items.
C) The overall distribution of essential item sales is right skewed and Segment 4 contains stores selling higher than average essential items.
D) The overall distribution of bargain item sales is approximately normal and Segment 1 contains stores selling fewer than average bargain items.

4. Refer to the exhibit:

What would be the decision threshold (probability cutoff) generated for this decision matrix. You may use a calculator for this question. On the certification exam, an on-screen calculator is provided for you.
Select one:
Response:

A) 0.27
B) 0.21
C) 0.18
D) 0.82

5. Perform these tasks in SAS Enterprise Miner:
* Add a Decision Tree node, as shown below. (Make sure you use only default options in the Decision Tree node.)

* Run the Decision Tree node.
In the decision tree model, what is the importance of the variable InqCnt06?
Response:

A) 0.30-0.449999
B) 0.45 or higher
C) 0.15-0.299999
D) less than 0.149999

Solutions: