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Last Updated: Aug 26, 2026
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| Section | Objectives |
|---|---|
| Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Model Building | - Association and sequence analysis - Classification and regression models - Clustering techniques |
| Data Preparation | - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers |
1. Which statement is correct regarding the Balance node shown below?
A) The "bad profit" category is the smallest group.
B) The sizes of the first and third groups will be increased.
C) The sizes of the larger two groups will be reduced to equal the size of smallest group.
D) The result group sizes will always be the same each time the Balance node is run.
2. Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?
A) FIRST_NAME >< LAST_NAME
B) FIRST_NAME ** ++ ** LAST_NAME
C) FIRST_NAME >< ** >< LAST_NAME
D) FIRST_NAME + ** + LAST_NAME
3. A histogram chart is used to graph fields of which measurement type?
A) Ordinal
B) Nominal
C) Flag
D) Continuous
4. Which web node options will remove lines from the graph? (Select all that apply)
A) Increase the Min records/line
B) Increase the Maximum number of links to display.
C) Decrease the Max records/line
5. Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?
A) Determining Business Objectives
B) Producing a project Plan
C) Initial Data Collection
D) Determining Data Mining Goals
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: B |
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