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Browsing the model (SPSS Modeler)

Browsing the model

  • To generate a model nugget from the Logistic node, hover over the Logistic node and click the Run icon . Hover over and click the overflow menu for the model nugget, and then select View Model.
    The Parameter Estimates page shows the target (churn) and inputs (predictor fields) used by the model. These are the fields that were actually chosen based on the Forwards Stepwise method, not the complete list submitted for consideration.
    Figure 1. Parameter estimates showing input fields
    Parameter estimates showing input fields

    To assess how well the model actually fits your data, a number of diagnostics are available in the expert node settings when you're building the flow.

    Note also that these results are based on the training data only. To assess how well the model generalizes to other data in the real world, you would use a Partition node to hold out a subset of records for purposes of testing and validation.

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