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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Model Building | - Association and sequence analysis - Clustering techniques - Classification and regression models |
| 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. A histogram chart is used to graph fields of which measurement type?
A) Ordinal
B) Nominal
C) Flag
D) Continuous
2. Some data mining model such as Neural Net and Support Vector Machine models do not provide equations or rules to help analysis determine how the models use the input fields for prediction. If you have a categorical target field and a continuous input field, which graphing technique could ad with interpretation?
A) Distribution node
B) Histogram node
C) Plot node
D) Evaluation node
3. Which statement about the filer dialogue shown below is correct?
A) None of the statements is correct.
B) The missing values for both AGE and INCOME will be replaced by zeroes.
C) No missing values will be replaced because neither field was specified in Condition box for missing value replacement.
D) Missing values for the field @FIELD will be replaced.
4. Which node allows you to choose from many different graph types (tar charts, attempts, hampers) in the single node?
A) Multiple node
B) Collection node
C) Graphboard node
D) Evaluation node
5. What is the reason that the three nodes in the following figure have been colored purple?
A) IBM SPSS Modeler is running out of memory.
B) There are multiple type nodes in a row.
C) The purple nodes will be executed later.
D) The purple nodes were pushed back to the database.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: D |






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