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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation | - Handling missing values and outliers - Data cleaning and transformation in SPSS Modeler - Data integration and sampling techniques |
| Topic 2: Model Building | - Association and sequence analysis - Classification and regression models - Clustering techniques |
| Topic 3: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 4: Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which statement is correct interpretation of the rule, "those that use less than or equal to
4.976 of LOCAL are predicted to be inVol "?
A) The rule applies to 88 people and the confidence is 80.7%.
B) The accuracy of this cannot be determined
C) This rule does not exist.
D) This rule was accurate 88 times which was 80.7% of the time.
2. In the Logistic node, can a Multinomial Model option be used when the target is flag field?
A) True
B) False
3. The Anomaly node is on which parameter or menu group?
A) Field Ops
B) Output
C) Modeling
D) Record Ops
4. A Database Export node can be used to write data to more than one database table in the same operation.
A) True
B) False
5. Missing values can be specified in the Source node used to read the data or in the type node.
A) True
B) False
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: A |
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