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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pattern Analysis | 10-15% | - Segmentation and Association Analysis
|
| Topic 2: Building Predictive Models | 35-40% | - Model Development
|
| Topic 3: Data Sources | 20-25% | - Prepare Source Data
|
| Topic 4: Predictive Model Assessment and Implementation | 25-30% | - Model Evaluation
|
The Chi Square statistic for measuring association between the variables BanruptcyInd and TARGET is which of the following?
Response:
Correct Answer: B 🗳️
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:
Correct Answer: A 🗳️
Which method of input selection for regression analysis evaluates the statistical significance of all included inputs after each input is added?
Select one:
Response:
Correct Answer: B 🗳️
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:
Correct Answer: A 🗳️
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:
Correct Answer: A 🗳️
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