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IBM SPSS Modeler Professional v2 Sample Questions:

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

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

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

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

3. Fields of which measurement type are best suited for a Distribution node? (Choose two.)

A) Nominal
B) Type less
C) Flag
D) Continuous

4. What is the function of the Ensemble node?

A) None of the above
B) The development of additional fields to improve accuracy
C) Transforming the existing values to improve accuracy
D) Combining models together to produce higher accuracy

5. What are the options for defining outliers in the Data Audit node? (Choose two.)

A) Standard deviations from the mean
B) Eigen values greater than 1
C) Inter quartile range
D) Values that represent less than 1% of all values

Solutions: