Row Diagnostics for Linear Regression

The diagnostics table for GLM regression models provides detailed row-level insights.

For linear regression, the diagnostics table has the columns described in the following table. All the columns are NUMBER, except the CASE_ID column, which preserves the type from the training data.

Table 7-13 Diagnostics Table for GLM Regression Models

Column	Description
CASE_ID	Value of the case ID column
TARGET_VALUE	Value of the target column
PREDICTED_VALUE	Value predicted by the model for the target
HAT	Value of the diagonal element of the hat matrix
RESIDUAL	Measure of error
STD_ERR_RESIDUAL	Standard error of the residual
STUDENTIZED_RESIDUAL	Studentized residual
PRED_RES	Predicted residual
COOKS_D	Cook's D influence statistic