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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deployment | - Implement analytical solutions
| |
| Topic 2: Modeling | - Build predictive models
| |
| Topic 3: Data Understanding | - Explore and assess data
| |
| Topic 4: Evaluation | - Assess model performance
| |
| Topic 5: Data Preparation | - Prepare data for modeling
| |
| Topic 6: Business Understanding and Planning | 10% | - Business objectives
|
1. Consider the output from the analysis node.
For the training data set, the Neutral Net and the C5 model make the same prediction:
A) 92.77% of the time
B) 87.79% of the time.
C) 93.80% of the time
D) 87.62% of the time
2. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
A) The best model for cases in the training partition to predict the field CHURNED
B) The best current model to predict the field CHURNED
C) The theoretically best model to predict the field CHUREND
D) None of the above
3. Which node allows you to choose from many different graph types (tar charts, attempts, hampers) in the single node?
A) Evaluation node
B) Multiple node
C) Graphboard node
D) Collection node
4. Which of the following is the biggest advantage of using a data cache?
A) Integrating the modified data with the original data source.
B) Using the prepared data file more efficiently.
C) Applying modifications to new data more easily.
D) Creating reports or doing other analysis with other software.
5. Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?
A) Changes in marketing strategies by your firm.
B) New products and services sold by your firm.
C) Changes in general economy.
D) New customer in database.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: C |
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