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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionObjectives
Model Deployment- Scoring models in SPSS Modeler
- Deployment considerations and automation
Model Evaluation- Validation techniques (train/test split, cross-validation)
- Model performance metrics
Model Building- Classification and regression models
- Clustering techniques
- Association and sequence analysis
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. On the PCA/Factor node when doing a Principle Component analysis without rotation, the values reported on the Component Matrix represents the correlation between each field and factor.

A) False
B) True


2. Assume that you have the field A, B, C, and D and you wish to find the sum of values even if there are $null$ missing values in one or more fields.
Which expression would accomplish this task?

A) A+B+C+D
B) sum_n( [A, B, C, D])
C) sum_n(A B C D})
D) to_real (A)+ to_real (B)+ to_real (C)+ to_real (D)


3. The set Random seed option on the sample node is required if you want to draw the same random sample with the same records more than once.

A) False
B) True


4. In Sequence modeling, specifying that IDs are contiguous has which effect?

A) Requires fewer observations to create a valid model.
B) Requires fewer fields to create the model
C) Improves the model Silhouette measure.
D) Speeds up the processing.


5. Which method is not available for imputing missing values in Data Audit output?

A) Expression
B) Multiple
C) Random
D) Fixed


Solutions:

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

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