Hraf_MultiLabel / README.md
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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: >-
      In the decoration of the skin by means of pigments for the feast of
      Dabukurí , it is always the woman who applies the paint to the man,
      besides dressing him with his garb of feathers. If the man is married, it
      is his only wife or the principal wife, in case he has several, who
      assists him. In the case of a single man, any woman of the community does
      this work, and the single man contracts with this woman the same
      obligations and the same rights that a compadre has toward his comadre in
      the Colombian Creole culture. Besides painting the skin for occasions as
      esteemed as the feast of the Dabukurí , the daily painting of the face is
      common. In this case, the function of the pigment is simply aesthetic or
      for protection from the sun. In the decoration of the body and the
      extremities, 104 cylindrical wooden pintaderas, which imprint geometric
      decorations, are used.
    example_title: Tukano
  - 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
  - text: >-
      Did you ever hear the tragedy of Darth Plagueis The Wise? I thought not.
      It’s not a story the Jedi would tell you. It’s a Sith legend. Darth
      Plagueis was a Dark Lord of the Sith, so powerful and so wise he could use
      the Force to influence the midichlorians to create life… He had such a
      knowledge of the dark side that he could even keep the ones he cared about
      from dying. The dark side of the Force is a pathway to many abilities some
      consider to be unnatural. He became so powerful… the only thing he was
      afraid of was losing his power, which eventually, of course, he did.
      Unfortunately, he taught his apprentice everything he knew, then his
      apprentice killed him in his sleep. Ironic. He could save others from
      death, but not himself.
    example_title: Star Wars

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 .838. individual class f1 scores shown below.
EVENT: 0.914
CAUSE: 0.797
ACTION: 0.794




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