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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Topic 2: Model Building | - Association and sequence analysis - Clustering techniques - Classification and regression models |
| Topic 3: Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Topic 4: Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("And")
B) Generate ... Select Node ("Or")
2. 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) This rule does not exist.
B) This rule was accurate 88 times which was 80.7% of the time.
C) The rule applies to 88 people and the confidence is 80.7%.
D) The accuracy of this cannot be determined
3. Consider the Filer node where age of respondent is stored as a string. What operations will the replace with: expression accomplishes?
A) Converts numeric values to integers and converts non-numeric values to $null$ value.
B) The expression is not a valid operation.
C) Converts numeric values to integers and leaves the non-numeric as is.
D) Users @ FIELD to create a new field.
4. Which statement is correct regarding the sample node dialogue shown below?
A) It will always draw the same 60% of records each time this sample node is run.
B) It will randomly select exactly 60% of all the record.
C) It will select every 60th record from the data.
D) It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
5. Which web node options will remove lines from the graph? (Select all that apply)
A) Decrease the Max records/line
B) Increase the Maximum number of links to display.
C) Increase the Min records/line
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: A |


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