Skip to content

Add model calibration and uncertainty notes #20

Description

@sardorcodev

Document model probability limitations and future calibration work.

Scope:

  • Explain that current confidence/probability values are model scores, not field-validated certainty.
  • Add calibration as a future ML reliability task.
  • Update MODEL_CARD.md and MODEL_RELEASE_NOTES.md.

Acceptance criteria:

  • Model probability limitations are documented.
  • No production agronomic reliability is claimed.
  • Calibration is listed as a future task.

Metadata

Metadata

Assignees

No one assigned

    Labels

    documentationImprovements or additions to documentationenhancementNew feature or requestmlMachine learning/model/training

    Projects

    No projects

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions