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| Section | Objectives |
|---|---|
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
| Model Building | - Association and sequence analysis - Classification and regression models - Clustering techniques |
| Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
1. Consider the Filer node where age of respondent is stored as a string. What operations will the replace with: expression accomplishes?
A) Users @ FIELD to create a new field.
B) The expression is not a valid operation.
C) Converts numeric values to integers and leaves the non-numeric as is.
D) Converts numeric values to integers and converts non-numeric values to $null$ value.
2. What is the reason that the three nodes in the following figure have been colored purple?
A) There are multiple type nodes in a row.
B) IBM SPSS Modeler is running out of memory.
C) The purple nodes were pushed back to the database.
D) The purple nodes will be executed later.
3. Which web node options will remove lines from the graph? (Select all that apply)
A) Increase the Min records/line
B) Decrease the Max records/line
C) Increase the Maximum number of links to display.
4. Which Model nodes can have a categorical target field? (Select all that apply)
A) Discriminant node
B) Neutral Net node
C) Linear node
D) C & R Tree node
5. To score new data using an existing model, the user must:
A) Not change the data source and develop a new model for that data.
B) Change the data source and rename the fields so they do not match the names of the fields in original file.
C) Change the data source and develop a new model for that data.
D) Change the data source and rename the fields as needed to match the names of the in original file.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: A,C | Question # 5 Answer: A |
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