Update README.md

README.md

@@ -3,67 +3,11 @@ 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 .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>
+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
-</ul>
+<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"!