Skip to content

Should we turn on early stopping in HistGradientBoosting by default? #14303

@GaelVaroquaux

Description

@GaelVaroquaux

Using n_iter_no_change=5 (or 10) in HistGradientBoosting makes a huge difference in terms of speed for me, and it seems to be harmless (at a cursory looking).

While these models are still experimental, should we make this change?

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions