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                  A. Increase the Minimum records per child branch.
                  B. Decrease the Minimum records per child branch.
                  C. Increase the pruning severity.
                  D. Decrease the pruning severity.
                  Answer: A, C
                  QUESTION: 47
                  True or false: business objectives are the origin & every data mining solution.
                  A. True
                  B. False
                  Answer: A
                  QUESTION: 48
                  Using the Linear node, what are the advantages of creating a standard model without
                  boosting or bagging? (Choose two.)
                  A. Higher accuracy
                  B. Easier interpretation
                  C. Easter to score
                  D. None of the above
                  Answer: B, C
                  QUESTION: 49
                  Assume you have four fields, 4, A, C and D and you wish to find the sum of the values
                  even if there are $null$ missing values in one or more fields. Which expression would
                  accomplish this task?
                  A. Sum_n((ABCIJ))
                  B. A+B+C+D
                  C. sum_n([A, B, C, D])
                  D. to_real(A) + to_real(B) + to_real(C) + to_real(D)
                  Answer: C
                  QUESTION: 50
                  What is the reason the three nodes in the following figure have been colored purple?
                  A. The purple nodes were pushed back to the database.
                  B. BM SPSS Modeler is running out of memory.
                  C. The purple nodes will be executed later.
                  D. There are multiple Type nodes in a row.
                  Answer: A
                  QUESTION: 51
                  Which outlier treatment is not available in the Quality tab of the Data Audit output?
                  A. Coerce
                  B. Nullify
                  C. Recode
                  D. Discard
                  Answer: C
                  QUESTION: 52
                  Which values are available as Field Roles? (Choose three.)
                  A. Input
                  B. Target
                  C. Nominal
                  D. Partition
                  Answer: A, B, D
                  QUESTION: 53
                  Examine the Matrix table shown below which relates the fields churn (whether a
                  customer will churn) to agecat (Age groups).
                  Based on the table, which statements are accurate? (Choose two.)
                  A. 42.283% of the 18-24 year olds will churn.
                  B. 10.768% of those that churn are over 65 years of age.
                  C. Older age groups are less likely to churn than the younger ages.
                  D. Measured by the Chi-square, this is a weak relationship.
                  Answer: A, C
                  QUESTION: 54
                  The Distribution node produces which output? (Choose two.)
                  A. Chart showing the count for each category of a field
                  B. Chart showing the distribution for a continuous field
                  C. Table displaying the percentage and count for each category of a field
                  D. Summary statistics for a continuous field
                  Answer: A, C
                  QUESTION: 55
                  Which Model nodes can have a categorical target field? (Choose three.)
                  A. Discriminant node
                  B. Linear node
                  C. Neural Net node
                  D. C&R Tree node
                  Answer: A, C, D



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