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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 2: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Topic 3: Model Building | - Association and sequence analysis - Clustering techniques - Classification and regression models |
| Topic 4: Data Preparation | - Handling missing values and outliers - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Question 1
Which statement is correct regarding the Balance node shown below?
A. The "bad profit" category is the smallest group.
B. The sizes of the first and third groups will be increased.
C. The result group sizes will always be the same each time the Balance node is run.
D. The sizes of the larger two groups will be reduced to equal the size of smallest group.
Question 2
Looking at the gains chart shown below, which model has a higher level of accuracy when predicting Churn = "Y"?
A. The structured data model
B. Predictive accuracy cannot be determined from this gains chart
C. The models are equivalent
D. The structured and unstructured data model
Question 3
Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of following nodes? (Select all that apply)
A. Statistics node
B. Sample node
C. Table node
D. Data Audit node
Question 4
Which of the following is the biggest advantage of using a data cache?
A. Integrating the modified data with the original data source.
B. Using the prepared data file more efficiently.
C. Creating reports or doing other analysis with other software.
D. Applying modifications to new data more easily.
Question 5
In the Logistic node, can a Multinomial Model option be used when the target is flag field?
A. True
B. False
Solutions:
| Question 1 Answer: A | Question 2 Answer: D | Question 3 Answer: A,B,C,D | Question 4 Answer: B | Question 5 Answer: A |



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