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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
  - text: >-
      We shall later see that one of the most frequently performed of Tio
      Sin-se*'s rites, “Releasing constrictions-dissipating disasters” (
      siau-chai kai-eh ), explicitly presupposes just these ideas. Its name
      alone suffices to indicate the connection. Afflictions by ghosts,
      moreover, are commonly spoken of as binding up ( tien ) or constricting
      their victims. The word translated here as “binding up” is also used to
      refer to the old Chinese custom of foot-binding, from which its sense can
      easi be inferred.
    example_title: Taiwan Hokkien
  - text: >-
      The portents for Jugah's life were apparent in the first year of his life.
      At a time when one in two Iban infants died during the first year of life,
      Jugah was a vigorous, alert, and responsive infant. His family situation
      was a healthful one in which he thrived. Further, in contrast to many
      other Iban children who were sickly and went through a ritual change of
      names ( misab ka penama ) in an effort by their parents to improve their
      health, Jugah retained the name he was first given throughout his life.
    example_title: Iban

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"!