IBM SPSS Modeler Professional v2 : C2020-010

C2020-010 testking pdf
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Exam Code: C2020-010

Exam Name: IBM SPSS Modeler Professional v2

Updated: Sep 12, 2026

Q & A: 55 Questions and Answers

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IBM C2020-010 Exam Syllabus Topics:

SectionObjectives
Model Building- Predictive Modeling
  • 1. Regression models
    • 2. Classification models
      - Clustering Techniques
      • 1. K-means clustering
        • 2. Two-step clustering
          Deployment and Streams- SPSS Modeler Streams
          • 1. Stream construction and execution
            • 2. Node configuration and management
              - Model Deployment
              • 1. Scoring models
                • 2. Exporting models
                  Data Preparation- Data Integration
                  • 1. Merge and append operations
                    • 2. Data aggregation
                      - Data Transformation
                      • 1. Normalization and standardization
                        • 2. Derived fields creation
                          Model Evaluation- Model Comparison
                          • 1. Model selection techniques
                            • 2. Cross-validation
                              - Model Assessment
                              • 1. ROC and lift charts
                                • 2. Confusion matrix interpretation
                                  Data Understanding- Data Exploration
                                  • 1. Data types and structures in SPSS Modeler
                                    • 2. Data profiling and summary statistics
                                      - Data Quality
                                      • 1. Outlier detection
                                        • 2. Missing value analysis

                                          IBM SPSS Modeler Professional v2 Sample Questions:

                                          Question #1

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

                                          • A. Not change the data source and develop a new model for that data.
                                          • B. Change the data source and rename the fields as needed to match the names of the fields in original file.
                                          • C. Change the data source and develop a new model for that data.
                                          • D. Change the data source and rename the fields so they do not match the names of the fields in original file.
                                          Answer: B
                                          Question #2

                                          Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)

                                          • A. Easier interpretation
                                          • B. Higher accuracy
                                          • C. None of the above
                                          • D. Easter to score
                                          Answer: A,D
                                          Question #3

                                          Which statements are true of the Feature Selection node? (Choose two.)

                                          • A. When a Target field is not specified then it will create a generalized output.
                                          • B. The Target fields can be either categorical or continuous measurement.
                                          • C. The Input fields can only be continuous measurement.
                                          • D. Input fields can be selected on the basis of importance.
                                          Answer: B,D
                                          Question #4

                                          What is the function of the Ensemble node?

                                          • A. The development of additional fields to improve accuracy
                                          • B. Transforming the existing values to improve accuracy
                                          • C. None of the above
                                          • D. Combining models together to produce higher accuracy
                                          Answer: D
                                          Question #5

                                          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. to_real(A) + to_real(B) + to_real(C) + to_real(D)
                                          • B. sum_n([A, B, C, D])
                                          • C. Sum_n((ABCIJ))
                                          • D. A+B+C+D
                                          Answer: B

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