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IBM C2020-010 Exam Syllabus Topics:

IBM SPSS Modeler Professional v2 Sample Questions:

1. What are the advantages of pruning Decision Tree models? (Choose three.)

A) Pruning can help simplify the tree.
B) Pruning can improve the generalization of the tree.
C) Pruning can increase the accuracy of the tree.
D) Pruning can make the tree easier to interpret.

2. Which outlier treatment is not available in the Quality tab of the Data Audit output?

A) Nullify
B) Coerce
C) Recode
D) Discard

3. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?

A) Statistics node
B) Means node
C) Distribution node
D) Table node

4. 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) Decrease the Minimum records per child branch.
D) Increase the Minimum records per child branch.

5. Which stage of the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology is the most time consuming?

A) Evaluation
B) Modeling
C) Business Understanding
D) Data Preparation

Solutions: