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

1. 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 training data set, consider only those observations for which the actual value of the target variable equals 1, TARGET=1. What percentage of these observations is being correctly predicted by the decision tree?
Response:

A) 14.6216
B) 15
C) 80.3571
D) 66.6667

2. 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.
What is the probability that TARGET=0 for ID=000355 in the training data?
Response:

A) 0.9220647773
B) 0.0658174098
C) 0.077935227
D) 0.9341825902

3. For an ordinal variable with L levels, the number of possible splits in a decision tree is which of the following?
Response:

A) (L-1)/1
B) 2L
C) 2L-1
D) 2L-1-1

4. 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.

5. What is the kurtosis value for the variable TLDel60Cnt24?
Response:

A) between 14 and 16.99
B) less than 10
C) between 10 and 13.99
D) 17 or higher

Solutions: