| tags: | |
| - anthropology | |
| - text-classification | |
| 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. | |
| <br>EVENT: 0.914 | |
| <br>CAUSE: 0.797 | |
| <br>ACTION: 0.794 | |
| <br> | |
| <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"! |