Update README.md
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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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### 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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<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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</body>
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</html>
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### Testing Data, Factors & Metrics
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