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Exam Code: C2020-010
Exam Name: IBM SPSS Modeler Professional v2
Updated: Jul 23, 2026
Q & A: 55 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Modeling Techniques | 20% | - Classification and regression models - Neural networks and decision trees - Association rules and sequence detection - Clustering and segmentation |
| Topic 2: Data Access and Source Nodes | 20% | - Variable types and measurement levels - Import data from files and databases - Data preview and metadata inspection |
| Topic 3: Data Preparation and Manipulation | 25% | - Merge and append datasets - Handling missing values and outliers - Field operations: derive, filter, reclassify, binning - Record operations: select, sort, aggregate, sample |
| Topic 4: Introduction to SPSS Modeler and CRISP-DM | 15% | - Project and stream management - Modeler interface and workbench - CRISP-DM methodology |
| Topic 5: Data Exploration and Visualization | 15% | - Graph nodes: histograms, scatterplots, bar charts - Descriptive statistics and distributions - Correlation and association analysis |
| Topic 6: Model Evaluation and Deployment | 5% | - Model comparison and selection - Export and deploy models - Model accuracy and performance metrics |
1. In the Regression node, which option uses all of the input fields in the model regardless of importance or significance?
A) Forwards
B) Stepwise
C) Enter
D) Backwards
2. Which Model nodes can have a categorical target field? (Choose three.)
A) Linear node
B) C&R Tree node
C) Neural Net node
D) Discriminant node
3. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
A) Easier interpretation
B) Easter to score
C) Higher accuracy
D) None of the above
4. 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 theoretically best model to predict the field CHURNED
C) The best current model to predict the field CHURNED
D) None of the above
5. Which statement is correct regarding the Balance node shown below?
A) The sizes of the larger two groups will be reduced to equal the size of 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 "bad profit" category is the smallest group.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,C,D | Question # 3 Answer: A,B | Question # 4 Answer: B | Question # 5 Answer: B |
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