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Update README.md

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@@ -102,18 +102,136 @@ Use the code below to get started with the model.
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  ## Evaluation
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- Epoch Training Loss Validation Loss Precision Recall F1 <br>
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- 1 No log 1.022442 1.000000 0.200000 0.333333<br>
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- 2 No log 0.474007 1.000000 0.525000 0.688525<br>
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- 3 No log 0.353309 1.000000 0.550000 0.709677<br>
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- 4 No log 0.279153 1.000000 0.600000 0.750000<br>
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- 5 No log 0.246459 1.000000 0.650000 0.787879<br>
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- 6 No log 0.216441 1.000000 0.650000 0.787879<br>
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- 7 No log 0.191740 1.000000 0.675000 0.805970<br>
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- 8 No log 0.188013 1.000000 0.700000 0.823529<br>
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- 9 No log 0.183922 1.000000 0.700000 0.823529<br>
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- 10 0.635200 0.185600 1.000000 0.700000 0.823529<br>
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Testing Data, Factors & Metrics
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  ## Evaluation
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+ <!DOCTYPE html>
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+ <html>
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+ <head>
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+ <style>
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+ table {
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+ border-collapse: collapse;
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+ width: 100%;
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+ font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
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+ box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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+ }
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+ th, td {
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+ border: 1px solid #dddddd;
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+ text-align: right;
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+ padding: 12px;
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+ }
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+ thead tr {
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+ background-color: #f2f2f2;
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+ color: #333;
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+ }
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+ tbody tr:nth-child(even) {
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+ background-color: #f9f9f9;
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+ }
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+ tbody tr:hover {
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+ background-color: #f1f1f1;
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+ }
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+ td:first-child {
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+ font-weight: bold;
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+ text-align: center;
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+ }
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+ </style>
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+ </head>
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+ <body>
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+
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+ <table>
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+ <thead>
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+ <tr>
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+ <th>Epoch</th>
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+ <th>Training Loss</th>
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+ <th>Validation Loss</th>
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+ <th>Precision</th>
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+ <th>Recall</th>
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+ <th>F1</th>
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+ </tr>
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+ </thead>
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+ <tbody>
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+ <tr>
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+ <td>1</td>
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+ <td>No log</td>
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+ <td>1.022442</td>
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+ <td>1.000000</td>
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+ <td>0.200000</td>
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+ <td>0.333333</td>
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+ </tr>
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+ <tr>
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+ <td>2</td>
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+ <td>No log</td>
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+ <td>0.474007</td>
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+ <td>1.000000</td>
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+ <td>0.525000</td>
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+ <td>0.688525</td>
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+ </tr>
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+ <tr>
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+ <td>3</td>
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+ <td>No log</td>
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+ <td>0.353309</td>
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+ <td>1.000000</td>
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+ <td>0.550000</td>
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+ <td>0.709677</td>
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+ </tr>
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+ <tr>
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+ <td>4</td>
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+ <td>No log</td>
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+ <td>0.279153</td>
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+ <td>1.000000</td>
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+ <td>0.600000</td>
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+ <td>0.750000</td>
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+ </tr>
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+ <tr>
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+ <td>5</td>
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+ <td>No log</td>
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+ <td>0.246459</td>
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+ <td>1.000000</td>
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+ <td>0.650000</td>
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+ <td>0.787879</td>
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+ </tr>
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+ <tr>
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+ <td>6</td>
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+ <td>No log</td>
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+ <td>0.216441</td>
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+ <td>1.000000</td>
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+ <td>0.650000</td>
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+ <td>0.787879</td>
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+ </tr>
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+ <tr>
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+ <td>7</td>
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+ <td>No log</td>
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+ <td>0.191740</td>
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+ <td>1.000000</td>
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+ <td>0.675000</td>
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+ <td>0.805970</td>
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+ </tr>
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+ <tr>
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+ <td>8</td>
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+ <td>No log</td>
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+ <td>0.188013</td>
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+ <td>1.000000</td>
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+ <td>0.700000</td>
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+ <td>0.823529</td>
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+ </tr>
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+ <tr>
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+ <td>9</td>
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+ <td>No log</td>
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+ <td>0.183922</td>
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+ <td>1.000000</td>
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+ <td>0.700000</td>
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+ <td>0.823529</td>
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+ </tr>
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+ <tr>
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+ <td>10</td>
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+ <td>0.635200</td>
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+ <td>0.185600</td>
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+ <td>1.000000</td>
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+ <td>0.700000</td>
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+ <td>0.823529</td>
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+ </tr>
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+ </tbody>
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+ </table>
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+
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+ </body>
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+ </html>
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  ### Testing Data, Factors & Metrics
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