Create README.md
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README.md
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---
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tags:
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- anthropology
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- text-classification
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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"!
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