IBM BAS-010 : IBM SPSS Modeler Professional v2
- Exam Code: BAS-010
- Exam Name: IBM SPSS Modeler Professional v2
- Updated: Sep 11, 2026
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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: SPSS Modeler Fundamentals | - Data stream and project structure - Data import and preparation basics - Introduction to IBM SPSS Modeler environment |
| Topic 2: Model Evaluation and Deployment | - Deployment of predictive models - Model comparison and selection - Model validation and performance evaluation |
| Topic 3: Advanced SPSS Modeler Features | - Stream optimization and performance tuning - Integration with IBM analytics ecosystem - Automated modeling (Auto Classifier, Auto Numeric) |
| Topic 4: Model Building Techniques | - Classification and regression models - Association and sequence modeling - Clustering and segmentation methods |
| Topic 5: Data Preparation and Transformation | - Data transformation and feature engineering - Data cleaning and handling missing values - Field derivation and manipulation techniques |
IBM SPSS Modeler Professional v2 Sample Questions:
What are the advantages of pruning Decision Tree models? (Choose three.)
- A. Pruning can help simplify the tree.
- B. Pruning can improve the generalization of the tree.
- C. Pruning can increase the accuracy of the tree.
- D. Pruning can make the tree easier to interpret.
What are the options for defining outliers in the Data Audit node? (Choose two.)
- A. Eigen values greater than 1
- B. Inter quartile range
- C. Standard deviations from the mean
- D. Values that represent less than 1% of all values
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 result group sizes will always be the same each time the Balance node is run.
- D. The sizes of the larger two groups will be reduced to equal the size of the smallest group.
In the Aggregate node, when you click on Preview button, which statement is true?
- A. The preview will always be after aggregation.
- B. The preview will always be before aggregation.
- C. The Aggregate node does not have a Preview option.
- D. The preview will by default be before aggregation but that can be changed.
After using the Binning node and Optimal binning method on Debt to income ratio using Previously defaulted as the Supervisor Field. we observe in the Matrix table the following relationship between the binned field and Previously defaulted.
True or false: this relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the Binned field is maximized.
- A. True
- B. False
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