Try SPSS : IBMSPSSMPRO valid & accurate questions and answers

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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Modeling- Build predictive models
  • 1. Regression models
  • 2. Clustering and segmentation
  • 3. Decision tree models
  • 4. Association and sequence models
  • 5. Neural network models
Topic 2: Business Understanding and Planning10%- Business objectives
  • 1. Define business problems
  • 2. Apply CRISP-DM methodology
  • 3. Plan analytical projects
Topic 3: Evaluation- Assess model performance
  • 1. Interpret evaluation metrics
  • 2. Validate predictive accuracy
  • 3. Compare candidate models
Topic 4: Data Understanding- Explore and assess data
  • 1. Identify field types and measurement levels
  • 2. Detect missing or invalid values
  • 3. Audit data quality
Topic 5: Data Preparation- Prepare data for modeling
  • 1. Derive and reclassify fields
  • 2. Merge and append datasets
  • 3. Import and export data
  • 4. Sample and filter data
  • 5. Aggregate and restructure records
  • 6. Transform and bin variables
Topic 6: Deployment- Implement analytical solutions
  • 1. Deploy models into business processes
  • 2. Score new data
  • 3. Generate and communicate results

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

Question #1

The Feature Selection node is used for what reasons? (Select all that apply)

  • A. Screens input fields for problems such as missing data.
  • B. Ranks the model by importance.
  • C. Selects the best fitting model
  • D. Selects the best input fields for model.
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

Question #2

Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?

  • A. Data Audit node
  • B. Filter node
  • C. Derive node
  • D. Filler node
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #3

Which node allows you to choose from many different graph types (tar charts, attempts, hampers) in the single node?

  • A. Evaluation node
  • B. Multiple node
  • C. Collection node
  • D. Graphboard node
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #4

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
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #5

Histogram can be used to determine if a field is normally distributed.

  • A. True
  • B. False
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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