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IBM SPSS Modeler Professional v2 Sample Questions:
1. In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)
A) Decrease the pruning severity.
B) Increase the pruning severity.
C) Increase the Minimum records per child branch.
D) Decrease the Minimum records per child branch.
2. Suppose you wanted to select only the records with complete data on all the fields for analysis and need to generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A) Derive node
B) Filler node
C) Filter node
D) Data Audit node
3. In the Two Step node shown below, what does Standardize numeric fields mean?
A) Eliminate outliers to improve results.
B) Use only the numeric fields that have the same scale.
C) Limit the number of created clusters.
D) Transform the numeric fields to a scale with a mean of zero and a variance of one.
4. 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) False
B) True
5. Given the following Output Table - to create a Select node which includes vehicles from both groups 4 and B, click on 4 and on B (as shown) and select from the menu:
A) Edit...Select Node ("And").
B) Generate...Select Node ("And").
C) Edit... Select Node ("Or").
D) Generate...Select Node ("Or").
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: D |


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