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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Data Preparation | - Handling missing values and outliers - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler |
| Model Building | - Classification and regression models - Association and sequence analysis - Clustering techniques |
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Requires fewer observations to create a valid model.
B) Requires fewer fields to create the model
C) Speeds up the processing.
D) Improves the model Silhouette measure.
2. What are the advantages of pruning Decision Tree models? (Select all that apply.)
A) Pruning can increase the accuracy of the tree.
B) Pruning can improve the generalization of the tree.
C) Pruning in make the tree easier to interpret.
D) Pruning can help simplify the tree.
3. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Select all that apply)
A) Easier interpretation
B) Faster to score
C) None of the above
D) Higher accuracy
4. The Database Source node is used to read data from which source? (Select all that apply)
A) SAS
B) IBM "SPSS" Statistics
C) Oracle
D) SQL Server
5. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("And")
B) Generate ... Select Node ("Or")
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,D | Question # 3 Answer: B,D | Question # 4 Answer: A,D | Question # 5 Answer: A |
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