Update README.md

README.md

@@ -30,82 +30,21 @@ The final output of this model, although holding substantial potential to enhanc
 
 > This project is oriented towards academic pursuits and is undertaken as a stipulated requirement for graduation within the Information System undergraduate program at Computer Science Faculty, Amikom University of Purwokerto.
 
-<h2>Training Data</h2>
-<p>This model is from Epoch 6 Checkpoint</p>
-<table>
-  <tr>
-    <th>Epoch</th>
-    <th>Training Loss</th>
-    <th>Validation Loss</th>
-    <th>F1</th>
-    <th>Roc Auc</th>
-    <th>Akurasi</th>
-  </tr>
-  <tr>
-    <td>1</td>
-    <td>0.371500</td>
-    <td>0.368949</td>
-    <td>0.412707</td>
-    <td>0.630868</td>
-    <td>0.304636</td>
-  </tr>
-  <tr>
-    <td>2</td>
-    <td>0.349400</td>
-    <td>0.368781</td>
-    <td>0.457155</td>
-    <td>0.653646</td>
-    <td>0.366337</td>
-  </tr>
-  <tr>
-    <td>3</td>
-    <td>0.322000</td>
-    <td>0.379917</td>
-    <td>0.488654</td>
-    <td>0.673030</td>
-    <td>0.422530</td>
-  </tr>
-  <tr>
-    <td>4</td>
-    <td>0.286300</td>
-    <td>0.412161</td>
-    <td>0.495117</td>
-    <td>0.679087</td>
-    <td>0.448102</td>
-  </tr>
-  <tr>
-    <td>5</td>
-    <td>0.248400</td>
-    <td>0.451065</td>
-    <td>0.488383</td>
-    <td>0.676833</td>
-    <td>0.455970</td>
-  </tr>
-  <tr>
-    <td><strong>6</strong></td>
-    <td><strong>0.213400</strong></td>
-    <td><strong>0.496999</strong></td>
-    <td><strong>0.494043</strong></td>
-    <td><strong>0.680316</strong></td>
-    <td><strong>0.462986</strong></td>
-  </tr>
-  <tr>
-    <td>7</td>
-    <td>0.179300</td>
-    <td>0.540976</td>
-    <td>0.489517</td>
-    <td>0.677931</td>
-    <td>0.461609</td>
-  </tr>
-  <tr>
-    <td>8</td>
-    <td>0.156000</td>
-    <td>0.599047</td>
-    <td>0.486695</td>
-    <td>0.677005</td>
-    <td>0.464297</td>
-  </tr>
-</table>
+## Training Data
+This model is from Epoch 6 Checkpoint
+
+| Epoch | Training Loss | Validation Loss | F1 | Roc Auc | Akurasi |
+|-------|---------------|-----------------|----|---------|--------|
+| 1     | 0.371500      | 0.368949        | 0.412707 | 0.630868 | 0.304636 |
+| 2     | 0.349400      | 0.368781        | 0.457155 | 0.653646 | 0.366337 |
+| 3     | 0.322000      | 0.379917        | 0.488654 | 0.673030 | 0.422530 |
+| 4     | 0.286300      | 0.412161        | 0.495117 | 0.679087 | 0.448102 |
+| 5     | 0.248400      | 0.451065        | 0.488383 | 0.676833 | 0.455970 |
+| 6     | **0.213400**  | **0.496999**    | **0.494043** | **0.680316** | **0.462986** |
+| 7     | 0.179300      | 0.540976        | 0.489517 | 0.677931 | 0.461609 |
+| 8     | 0.156000      | 0.599047        | 0.486695 | 0.677005 | 0.464297 |
+
+**Note:** The lower accuracy might be attributed to the presence of reviewer bias in the testing dataset.
 
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