Model Building Summary (linear models)

Figure 1. Model Building Summary for model using overfit prevention criterion
Model Building Summary for model using overfit prevention criterion
  1. Activate the model object and click the Model Building Summary view thumbnail.

The final model chosen by the best subsets method, using the overfit prevention criterion (based on average squared error or ASE), has all of the predictors chosen in the first run, plus retire (Retired), job_start_date_months (derived from Employment starting date as the elapsed time in months since January 1, 1970), and occupancy_date_months (derived from Date of occupancy). You can also see other predictors used in the top 10 potential models. Note that occupancy_date_months does not occur in all of the top 10 models, and in fact appears in fewer of them than reside_transformed.

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