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| 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: Data Preparation | - Handling missing values and outliers - Data cleaning and transformation in SPSS Modeler - Data integration and sampling techniques |
| Topic 4: Model Building | - Association and sequence analysis - Clustering techniques - Classification and regression models |
In IBM SPSS Modeler modeling nodes, the option to build split models refers to building a separate model for each possible value of input fields that are defined as split role.
In Sequence modeling, specifying that IDs are contiguous has which effect?
The Database Source node is used to read data from which source? (Select all that apply)
Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?
What are the options for defining outliers in the Data Audit node? (Select all that apply)
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