203 lines
5.0 KiB
HTML
203 lines
5.0 KiB
HTML
<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>AutoML Model Evaluation Report</title>
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<style>
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/* Basic Reset */
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body, h1, h2, h3, p, table, th, td {
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margin: 0;
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padding: 0;
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border: 0;
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font-size: 100%;
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font: inherit;
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vertical-align: baseline;
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}
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/* General Styles */
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body {
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font-family: sans-serif;
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line-height: 1.6;
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background-color: #f4f4f4;
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color: #333;
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padding: 20px;
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}
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.container {
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max-width: 960px;
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margin: 0 auto;
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background-color: #fff;
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padding: 20px;
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border-radius: 8px;
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
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}
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h1, h2, h3 {
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margin-bottom: 15px;
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color: #0056b3;
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}
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h1 {
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font-size: 2.5em;
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}
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h2 {
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font-size: 2em;
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}
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h3 {
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font-size: 1.5em;
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}
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p {
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margin-bottom: 15px;
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}
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/* Table Styles */
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table {
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width: 100%;
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border-collapse: collapse;
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margin-bottom: 20px;
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}
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th, td {
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padding: 12px 15px;
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text-align: left;
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border-bottom: 1px solid #ddd;
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}
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th {
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background-color: #f0f0f0;
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font-weight: bold;
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}
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/* Responsive Design */
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@media (max-width: 768px) {
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.container {
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padding: 15px;
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}
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h1 {
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font-size: 2em;
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}
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h2 {
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font-size: 1.6em;
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}
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h3 {
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font-size: 1.3em;
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}
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table {
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display: block;
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overflow-x: auto;
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}
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}
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/* Specific Styles */
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.model-summary {
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margin-bottom: 30px;
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}
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.evaluation-metrics {
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margin-bottom: 30px;
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}
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.visualizations {
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margin-bottom: 30px;
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}
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.conclusion {
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margin-bottom: 20px;
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}
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.visualization-image {
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max-width: 100%;
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height: auto;
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border: 1px solid #ccc;
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border-radius: 5px;
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margin-bottom: 10px;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<!-- Report Header -->
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<h1>AutoML Model Evaluation Report</h1>
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<p>Generated on: {{generation_date}}</p>
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<!-- Model Summary -->
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<section class="model-summary">
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<h2>Model Summary</h2>
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<p><strong>Model Name:</strong> {{model_name}}</p>
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<p><strong>Algorithm:</strong> {{algorithm}}</p>
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<p><strong>Dataset:</strong> {{dataset_name}}</p>
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<p><strong>Features Used:</strong> {{features_used}}</p>
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</section>
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<!-- Evaluation Metrics -->
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<section class="evaluation-metrics">
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<h2>Evaluation Metrics</h2>
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<table>
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<thead>
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<tr>
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<th>Metric</th>
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<th>Value</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>Accuracy</td>
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<td>{{accuracy}}</td>
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</tr>
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<tr>
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<td>Precision</td>
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<td>{{precision}}</td>
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</tr>
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<tr>
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<td>Recall</td>
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<td>{{recall}}</td>
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</tr>
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<tr>
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<td>F1-Score</td>
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<td>{{f1_score}}</td>
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</tr>
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<tr>
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<td>AUC-ROC</td>
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<td>{{auc_roc}}</td>
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</tr>
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</tbody>
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</table>
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</section>
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<!-- Visualizations -->
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<section class="visualizations">
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<h2>Visualizations</h2>
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<h3>Confusion Matrix</h3>
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<img src="{{confusion_matrix_image}}" alt="Confusion Matrix" class="visualization-image">
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<h3>ROC Curve</h3>
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<img src="{{roc_curve_image}}" alt="ROC Curve" class="visualization-image">
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<h3>Feature Importance</h3>
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<img src="{{feature_importance_image}}" alt="Feature Importance" class="visualization-image">
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</section>
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<!-- Conclusion -->
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<section class="conclusion">
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<h2>Conclusion</h2>
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<p>{{conclusion_text}}</p>
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</section>
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<!-- Additional Notes -->
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<section class="notes">
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<h3>Additional Notes</h3>
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<p>{{additional_notes}}</p>
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</section>
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</div>
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</body>
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</html> |