Skip to content

Make -1 as abstain to be consistent with snorkel v0.9.0 #310

@HiromuHota

Description

@HiromuHota

Describe the bug

Currently, Fonduer uses 0 for ABSTAIN as Snorkel of 0.7.0 (and Metal) does so.
However, Snorkel as of v0.9.0 uses -1 for ABSTAIN.
To leverage the recent advances at Snorkel v0.9.0, I think Fonduer should also use -1 for ABSTAIN to get prepared to future upgrade to Snorkel v0.9.0 (or higher).

Expected behavior

Fonduer uses -1 for ABSTAIN to be consistent with snorkel v0.9.0.
After that, Fonduer uses snorkel of v0.9.0 (or higher) instead of metal.

Additional context

The Snorkel team's discussion about ABSTAIN standardization: HazyResearch/metal#65

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