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Updated: Sep 04, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Node palettes and SuperNodes - Scripting and automation |
| Topic 2: Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
| Topic 3: Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Topic 4: Data Preparation | 20% | - Sampling, partitioning and balancing - Data transformation and cleaning - Data integration, merging and appending - Filtering, aggregation and refinement |
| Topic 5: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 6: Modeling | 20% | - Association and sequence models - Classification and regression models - Clustering and segmentation models - Auto-modeling and ensemble techniques |
| Topic 7: Deployment | 10% | - Stream export and integration - Reporting and documentation - Scoring new data |
Question 1
Which statement about the filer dialogue shown below is correct?
A. Missing values for the field @FIELD will be replaced.
B. No missing values will be replaced because neither field was specified in Condition box for missing value replacement.
C. The missing values for both AGE and INCOME will be replaced by zeroes.
D. None of the statements is correct.
Question 2
On the PCA/Factor node when doing a Principle Component analysis without rotation, the values reported on the Component Matrix represents the correlation between each field and factor.
A. False
B. True
Question 3
Which Model nodes can have a categorical target field? (Select all that apply)
A. Neutral Net node
B. Linear node
C. C & R Tree node
D. Discriminant node
Question 4
To score new data using an existing model, the user must:
A. Change the data source and rename the fields so they do not match the names of the fields in original file.
B. Change the data source and rename the fields as needed to match the names of the in original file.
C. Change the data source and develop a new model for that data.
D. Not change the data source and develop a new model for that data.
Question 5
Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A. Filler node
B. Derive node
C. Filter node
D. Data Audit node
Solutions:
| Question 1 Answer: C | Question 2 Answer: A | Question 3 Answer: B,D | Question 4 Answer: D | Question 5 Answer: D |
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