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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Understanding | - Explore and assess data
| |
| Topic 2: Business Understanding and Planning | 10% | - Business objectives
|
| Topic 3: Evaluation | - Assess model performance
| |
| Topic 4: Modeling | - Build predictive models
| |
| Topic 5: Data Preparation | - Prepare data for modeling
| |
| Topic 6: Deployment | - Implement analytical solutions
|
1. Consider the Filer node where age of respondent is stored as a string. What operations will the replace with: expression accomplishes?
A) Converts numeric values to integers and leaves the non-numeric as is.
B) Users @ FIELD to create a new field.
C) The expression is not a valid operation.
D) Converts numeric values to integers and converts non-numeric values to $null$ value.
2. Consider the output from the analysis node.
For the training data set, the Neutral Net and the C5 model make the same prediction:
A) 93.80% of the time
B) 92.77% of the time
C) 87.62% of the time
D) 87.79% of the time.
3. Which statement is correct interpretation of the rule, "those that use less than or equal to
4.976 of LOCAL are predicted to be inVol "?
A) The accuracy of this cannot be determined
B) The rule applies to 88 people and the confidence is 80.7%.
C) This rule does not exist.
D) This rule was accurate 88 times which was 80.7% of the time.
4. Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistence in the category keys used in both in the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:
A) An anti-join
B) A full outer join
C) An inner join
D) A partial outer join
5. The Select node shown below performs which operation?
A) Selects respondents whose incomes are exactly 20,000 or 50,000.
B) The expression is incorrect.
C) Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
D) Selects respondents whose incomes are between 20,000 and 50,000.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: D |
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