Update README.md

README.md

@@ -2,17 +2,18 @@
 language:
   - en
 license: apache-2.0
-library_name: fastai
+library_name: autogluon
 tags:
   - binary-classification
+  - multi-class-classification
+  - text-classification
   - embeddings
   - umap
-metrics:
-  - accuracy
+  - autogluon
 datasets:
   - 112_Tiering_Questions_02.28.2025.json
 model-index:
-  - name: 03062025_V2_UMAP_Embedding_Classifier
+  - name: "03062025_V2_UMAP_Embedding_Classifier (Binary)"
     results:
       - task:
           type: text-classification
@@ -21,8 +22,33 @@ model-index:
           name: 112_Tiering_Questions_02.28.2025.json
           type: tabular
         metrics:
-          - type: accuracy
+          - name: Accuracy
+            type: accuracy
             value: 0.9565
+          - name: F1
+            type: f1
+            value: 0.97
+          - name: ROC AUC
+            type: roc_auc
+            value: 0.91
+  - name: "03062025_V2_UMAP_Embedding_Classifier (Multi-class)"
+    results:
+      - task:
+          type: text-classification
+          name: Multi-class Classification
+        dataset:
+          name: 112_Tiering_Questions_02.28.2025.json
+          type: tabular
+        metrics:
+          - name: Accuracy
+            type: accuracy
+            value: 0.5652
+          - name: F1
+            type: f1
+            value: 0.59
+          - name: ROC AUC
+            type: roc_auc
+            value: 0.74
 ---
 
 # 03062025_V2_UMAP_Embedding_Classifier