Update README.md

README.md

@@ -3,25 +3,66 @@ 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.
+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:  0.916</li>
-  <li>
+  <li>EVENT:  .916
     <ul>
       <li>
-        Illness:  0.870
+        Illness:  .870
       </li>
       <li>
-        Accident:  0.0
+        Accident:  .0
       </li>
       <li>
-        Other:  0.0
+        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>
-
 <br>CAUSE:  0.797
-<br>ACTION: 0.794
 </ul>
 
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