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

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