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SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions (Q70-Q75):

NEW QUESTION # 70
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.
Now suppose that the bank expects to make a profit of $200 USD when TARGET=1, but it expects to lose $25 USD when TARGET=0. Incorporate the above scenario, change the assessment measure of the decision tree to average square error, and then run the Decision Tree node. What is the total profit for the test data set?
Response:

A. 1,600 or higher
B. 300-999
C. 1,000-1,599
D. less than or equal to 299

Answer: A

NEW QUESTION # 71
If the bank wanted to select the best model based on the models' overall performances on the validation data as measured by the average squared error, then the best model is which of the following?
Response:

A. Decision Tree (3-way)
B. Decision Tree
C. Neural Network
D. Regression

Answer: D

NEW QUESTION # 72
Assume a variable is coded as follows: 1=unmarried, 2=married, 3=divorced, and 4=widowed. Then which of the following measurement levels should be selected in SAS Enterprise Miner for this variable?
Response:

A. Unary
B. Interval
C. Ordinal
D. Nominal

Answer: D

NEW QUESTION # 73
For an ordinal variable with L levels, the number of possible splits in a decision tree is which of the following?
Response:

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

Answer: C

NEW QUESTION # 74
A separate sample has been taken such that the target distribution in the separate sample is different from the target distribution in the original sample.
What should be adjusted?
Select one:
Response:

A. sensitivity
B. confidence intervals
C. lift
D. specificity

Answer: C

NEW QUESTION # 75
......

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SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions (Q70-Q75):

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