Exam Name: IBM SPSS Modeler Professional Certification
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Building | - Classification and regression models - Association and sequence analysis - Clustering techniques |
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Data Preparation | - Data cleaning and transformation in SPSS Modeler - Data integration and sampling techniques - Handling missing values and outliers |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
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. Filler node
- B. Data Audit node
- C. Filter node
- D. Derive node
The Select node shown below performs which operation?
- A. The expression is incorrect.
- B. Selects respondents whose incomes are exactly 20,000 or 50,000.
- C. Selects respondents whose incomes are between 20,000 and 50,000.
- D. Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
A Balance node cannot be generated from Distribution node output.
- A. True
- B. False
When using the algorithm method to replace missing values in data audit output, which algorithm is used?
- A. Neural Net
- B. Cox Regression
- C. C5.0
- D. C & RT
Which method is not available for imputing missing values in Data Audit output?
- A. Fixed
- B. Random
- C. Multiple
- D. Expression
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