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| Section | Objectives |
|---|---|
| Topic 1: Data Preparation | - Data Integration
|
| Topic 2: Model Building | - Clustering Techniques
|
| Topic 3: Model Evaluation | - Model Assessment
|
| Topic 4: Data Understanding | - Data Quality
|
| Topic 5: Deployment and Streams | - SPSS Modeler Streams
|
1. True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.
A) True
B) False
2. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Requires fewer fields to create the model.
B) Improves the model Silhouette measure.
C) Speeds up the processing.
D) Requires fewer observations to create a valid model.
3. Which nodes are best suited for revealing relationships between categorical (nominal, ordinal) fields? (Choose two.)
A) Table node
B) Distribution node
C) Means node
D) Matrix node
4. Which statement is correct regarding the Sample node dialog shown below?
A) It will select approximately 60% of the records. That is, each record will have a 60% probability of being selected.
B) It will randomly select exactly 60% of all the records.
C) It will always draw the same 60% of the records each time this Sample node is run.
D) It will select every 60th record from the data.
5. Which statement is correct regarding the Balance node shown below?
A) The result group sizes will always be the same each time the Balance node is run.
B) The "bad profit" category is the smallest group.
C) The sizes of the first and third groups will be increased.
D) The sizes of the larger two groups will be reduced to equal the size of the smallest group.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B,D | Question # 4 Answer: A | Question # 5 Answer: C |
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