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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Some data mining model such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysis determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could ad with interpretation?

A) Distribution node
B) Evaluation node
C) Histogram node
D) Plot node

2. Consider the output from the analysis node.

For the training data set, the Neutral Net and the C5 model make the same prediction:

A) 87.79% of the time.
B) 92.77% of the time
C) 93.80% of the time
D) 87.62% of the time

3. Which values are available as Field Roles? (Select all that apply)

A) Partition
B) Target
C) Input
D) Normal

4. Which Model nodes can have a categorical target field? (Select all that apply)

A) C & R Tree node
B) Neutral Net node
C) Discriminant node
D) Linear node

5. What are the options for defining outliers in the Data Audit node? (Select all that apply)

A) Eigen values greater than 1
B) Values that represent less than 15% of all values
C) Interlunar the number
D) Standard deviation from the mean

Solutions: