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README.md
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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 .838. individual class f1 scores shown below.
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<br>CAUSE: 0.797
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<br>ACTION: 0.794
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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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- 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 .838. individual class f1 scores shown below.
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<ul>
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<li>EVENT: 0.916</li>
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<li>
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<ul>
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<li>
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Illness: 0.870
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</li>
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<li>
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Accident: 0.0
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</li>
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<li>
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Other: 0.0
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</li>
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</ul>
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</li>
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<br>CAUSE: 0.797
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<br>ACTION: 0.794
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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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