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tags:
  - anthropology
  - text-classification
widget:
  - text: >-
      The baire say -- and the Indians believe -- that illnesses are due to
      bodies placed by the maeréboe on the part of the ailing organism. Many
      times they say that it is an insect, a stone, a tooth, a claw,
      /Illustration appears here/ 102 etc.
    example_title: Bororo

Multi-Label Text classification model used to decode if passages contain a misfortunate event, a cause for misfortune, and/or an action to mollify or prevent some misfortune. The current F1 micro score of 140 passages not used for training is .678. individual class f1 scores shown below.

  • EVENT: .916
    • Illness: .870
    • Accident: .0
    • Other: .0
  • CAUSE: .863
    • Just Happens: .870
    • Material Physical: .0
    • Spirits and Gods: .718
    • Witchcraft and Sorcery: .0
    • Rule Violation Taboo: .0
    • Jealous Evil Eye: .0
  • ACTION: .766
    • Physical Material: .538
    • Technical Specialist: .0
    • Divination: .0
    • Shaman Medium Healer: .08
    • Priest High Religion: .0
    • Other: .0




For a quick demo, try typing in a sentence or even a paragraph in the Hosted inference API then pressing "compute"!