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| Section | Weight | Objectives |
|---|---|---|
| Data Preparation | - Prepare data for modeling
| |
| Deployment | - Implement analytical solutions
| |
| Data Understanding | - Explore and assess data
| |
| Evaluation | - Assess model performance
| |
| Modeling | - Build predictive models
| |
| Business Understanding and Planning | 10% | - Business objectives
|
1. In the Logistic node, can a Multinomial Model option be used when the target is flag field?
A) False
B) True
2. Which statement is correct regarding the sample node dialogue shown below?
A) It will randomly select exactly 60% of all the record.
B) It will select every 60th record from the data.
C) It will always draw the same 60% of records each time this sample node is run.
D) It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
3. The Select node shown below performs which operation?
A) Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
B) Selects respondents whose incomes are between 20,000 and 50,000.
C) Selects respondents whose incomes are exactly 20,000 or 50,000.
D) The expression is incorrect.
4. What is the function of the Ensemble node?
A) None of the above
B) The development of additional fields to improve accuracy
C) Transferring the existing values to improve accuracy
D) Combining models together to produce higher accuracy
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) New customer in database.
D) Changes in general economy.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: D |
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