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--- |
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tags: |
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- anthropology |
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- text-classification |
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widget: |
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- 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." |
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example_title: "Bororo" |
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--- |
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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. |
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<ul> |
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<li>EVENT: .916 |
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<ul> |
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<li> |
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Illness: .870 |
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</li> |
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<li> |
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Accident: .0 |
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</li> |
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<li> |
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Other: .0 |
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</li> |
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</ul> |
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</li> |
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<li>CAUSE: .863 |
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<ul> |
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<li> |
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Just Happens: .870 |
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</li> |
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<li> |
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Material Physical: .0 |
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</li> |
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<li> |
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Spirits and Gods: .718 |
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</li> |
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<li> |
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Witchcraft and Sorcery: .0 |
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</li> |
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<li> |
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Rule Violation Taboo: .0 |
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</li> |
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<li> |
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Jealous Evil Eye: .0 |
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</li> |
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</ul> |
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</li> |
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<li>ACTION: .766 |
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<ul> |
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<li> |
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Physical Material: .538 |
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</li> |
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<li> |
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Technical Specialist: .0 |
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</li> |
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<li> |
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Divination: .0 |
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</li> |
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<li> |
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Shaman Medium Healer: .08 |
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</li> |
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<li> |
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Priest High Religion: .0 |
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</li> |
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<li> |
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Other: .0 |
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</li> |
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</ul> |
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</li> |
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</ul> |
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<br><br><br> |
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For a quick demo, try typing in a sentence or even a paragraph in the <b>Hosted inference API</b> then pressing "compute"! |
