Skip to content

lightgbm.cv evaluate metric globaly instead of averaging metric across validation folds #7094

@carlosg-m

Description

@carlosg-m

Summary

In some metrics like ROC-AUC or PR-AUC wouldn't it be more accurate to concatenate all the validation sets from all the folds and then calculating the metric globally, instead of averaging results from each fold? This method does not allow to report standard deviation.

Metadata

Metadata

Assignees

No one assigned

    Labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions