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

2. 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) False
B) True

3. To score new data using an existing model, the user must:

A) Change the data source and rename the fields so they do not match the names of the fields in original file.
B) Change the data source and develop a new model for that data.
C) Not change the data source and develop a new model for that data.
D) Change the data source and rename the fields as needed to match the names of the fields in original file.

4. True or false: missing values can be specified in the Source node used to read the data or in the Type node.

A) False
B) True

5. Which of the following is the biggest advantage of using a data cache?

A) Applying modifications to new data more easily
B) Using the prepared data file more efficiently
C) Integrating the modified data with the original data source
D) Creating reports or doing other analyses with other software

Solutions: