Define best_iteration only if early stopping is used.
#9403
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This is the behavior specified by the document but not honored in actual code. - Don't set the attributes if there's no early stopping. - Cleanup the code for callbacks, replace assertions with proper exceptions. - Assign the attributes when early stopping `save_best` is used. - Turn the attributes into Python properties.
hcho3
requested changes
Jul 21, 2023
Co-authored-by: Philip Hyunsu Cho <[email protected]>
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@hcho3 All changes applied. |
hcho3
approved these changes
Jul 23, 2023
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This is the behavior specified by the document but not honored in the actual code. The improvement calculated in early stopping is a bit more complicated than regular monitoring as it has options like
min_delta. Leaving it to early stopping to prevent inconsistent behaviors.save_bestis used.Close #8880 .