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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Evaluation- Validation techniques (train/test split, cross-validation)
- Model performance metrics
Topic 2: Data Preparation- Handling missing values and outliers
- Data cleaning and transformation in SPSS Modeler
- Data integration and sampling techniques
Topic 3: Model Deployment- Deployment considerations and automation
- Scoring models in SPSS Modeler
Topic 4: Model Building- Association and sequence analysis
- Clustering techniques
- Classification and regression models

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. After the binning node and Optimal binning on debt to income ratio Previously defaulted as the Supervisor field, we observe in matrix the following relationship between the behind field and previously defaulted.

This relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the banned field as maximized.

A) True
B) False


2. In a derive node, which expressions will produce a continuous data type rather than a string? (Select all that apply)

A) Datetime_date(2008.05.22)
B) "2001-04-23"
C) To_date("12/01/2050")
D) "03/15/2009"


3. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?

A) Sources
B) Export
C) Field Ops
D) Record Ops


4. Which statement accurately describes the function of the Coerce data check setting Type node?

A) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
B) Checks all fields for values outside the specified range and reports unspecified values.
C) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
D) None of the above is accurate.


5. Which outlier treatment is not available in the Quality tab of the Data Audit output?

A) Discard
B) Recode
C) Nullify
D) Coerce


Solutions:

Question # 1
Answer: A
Question # 2
Answer: C
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: B

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