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**** SAMPLE IBM SPSS Modeler Professional v3  2021 Dumps ****

                 QUESTION: 52
                 What is an accurate description of the purpose of data segmentation?
                 A. Separate an individual data field into a predefined number of equal-sized groups
                 according to the field values.
                 B. Assemble similar data across data sets by using a primary key.
                 C. Separate a data set into two equal partitions in preparation for continued
                 analysis.
                 D. Group data using one or more fields to produce subsets with similar attributes.
                 Answer: D
                 QUESTION: 53
                 You have duplicate records that must be removed from a data set in IBM SPSS
                 Modeler Professional. The appropriate node to perform this action would be found
                 in which palette tab?
                 A. Sources
                 B. Record Ops
                 C. Field Ops
                 D. Export
                 Answer: B
                 Reference:
                 http://www-
                 01.ibm.com/support/knowledgecenter/SS3RA7_17.0.0/clementine/record_ops_nod
                 es.html
                 QUESTION: 54
                 You have two data sets. One data set contains customer name and age information
                 along with a customer ID. The second data set contains the customer ID along with
                 address information. There are no addresses which do not belong to a customer,
                 there are customers which have no address, and there are customers which have
                 multiple addresses. Which type of join will display all customers who have no
                 recorded address?
                 A. Inner join
                 B. Outer join
                 C. Partial outer join
                 D. Anti-join
                 Answer: C
                 QUESTION: 55
                 Exhibit
                 Referring to the exhibit, from which node is the output generated and on which
                 data does it show greater accuracy?
                 A. Statistics, 1_Training
                 B. Statistics, 2_Testing
                 C. Analysis, 1_Training
                 D. Analysis, 2_Testing
                 Answer: B
                 QUESTION: 56
                 Your data contains 5,000 sales transactions across twelve regions. Which node
                 would reduce your data, showing the average sales amount for each region?
                 A. Aggregate node
                 B. Select node
                 C. Filter node
                 D. Derive node
                 Answer: D
                 QUESTION: 57
                 You are provided two data sources which both contain event IDs and the date/time
                 that the events occurred. Which node will merge these two data sources?
                 A. Append node
                 B. Filter node
                 C. Aggregate node
                 D. Sort node
                 Answer: A
                 QUESTION: 58
                 What are two purposes of model nuggets? (Choose two.)
                 A. Scoring data to generate predictions
                 B. Enabling further analysis of the model properties
                 C. Merging of two or more data sets
                 D. Reducing the number of columns in a data set
                 Answer: B, D
                 QUESTION: 59
                 Exhibit
                 Referring to the exhibit, respectively, which field is the predicted value and what is
                 the confidence that you have in the prediction?
                 A. $XS-Credit rating; $XSC-Credit rating
                 B. Credit rating; $XSC-Credit rating
                 C. $XSC-Credit rating; $XS-Credit rating
                 D. Credit rating; $XS-Credit rating
                 Answer: D
                 QUESTION: 60
                 Which modeling node is supported in both Auto Classifier and Auto Numeric
                 modeling nodes?
                 A. Decision List
                 B. Bayesian Network
                 C. Discriminant
                 D. Neural Net
                 Answer: C
                 Reference:
                 ftp://ftp.software.ibm.com/software/analytics/spss/documentation/modeler/14.2/en/
                 Modeling Nodes.pdf
****************

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