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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.
<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"! |