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Zhongwei Li
2025-11-29 18:50:58 +08:00
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>AutoML Model Evaluation Report</title>
<style>
/* Basic Reset */
body, h1, h2, h3, p, table, th, td {
margin: 0;
padding: 0;
border: 0;
font-size: 100%;
font: inherit;
vertical-align: baseline;
}
/* General Styles */
body {
font-family: sans-serif;
line-height: 1.6;
background-color: #f4f4f4;
color: #333;
padding: 20px;
}
.container {
max-width: 960px;
margin: 0 auto;
background-color: #fff;
padding: 20px;
border-radius: 8px;
box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
}
h1, h2, h3 {
margin-bottom: 15px;
color: #0056b3;
}
h1 {
font-size: 2.5em;
}
h2 {
font-size: 2em;
}
h3 {
font-size: 1.5em;
}
p {
margin-bottom: 15px;
}
/* Table Styles */
table {
width: 100%;
border-collapse: collapse;
margin-bottom: 20px;
}
th, td {
padding: 12px 15px;
text-align: left;
border-bottom: 1px solid #ddd;
}
th {
background-color: #f0f0f0;
font-weight: bold;
}
/* Responsive Design */
@media (max-width: 768px) {
.container {
padding: 15px;
}
h1 {
font-size: 2em;
}
h2 {
font-size: 1.6em;
}
h3 {
font-size: 1.3em;
}
table {
display: block;
overflow-x: auto;
}
}
/* Specific Styles */
.model-summary {
margin-bottom: 30px;
}
.evaluation-metrics {
margin-bottom: 30px;
}
.visualizations {
margin-bottom: 30px;
}
.conclusion {
margin-bottom: 20px;
}
.visualization-image {
max-width: 100%;
height: auto;
border: 1px solid #ccc;
border-radius: 5px;
margin-bottom: 10px;
}
</style>
</head>
<body>
<div class="container">
<!-- Report Header -->
<h1>AutoML Model Evaluation Report</h1>
<p>Generated on: {{generation_date}}</p>
<!-- Model Summary -->
<section class="model-summary">
<h2>Model Summary</h2>
<p><strong>Model Name:</strong> {{model_name}}</p>
<p><strong>Algorithm:</strong> {{algorithm}}</p>
<p><strong>Dataset:</strong> {{dataset_name}}</p>
<p><strong>Features Used:</strong> {{features_used}}</p>
</section>
<!-- Evaluation Metrics -->
<section class="evaluation-metrics">
<h2>Evaluation Metrics</h2>
<table>
<thead>
<tr>
<th>Metric</th>
<th>Value</th>
</tr>
</thead>
<tbody>
<tr>
<td>Accuracy</td>
<td>{{accuracy}}</td>
</tr>
<tr>
<td>Precision</td>
<td>{{precision}}</td>
</tr>
<tr>
<td>Recall</td>
<td>{{recall}}</td>
</tr>
<tr>
<td>F1-Score</td>
<td>{{f1_score}}</td>
</tr>
<tr>
<td>AUC-ROC</td>
<td>{{auc_roc}}</td>
</tr>
</tbody>
</table>
</section>
<!-- Visualizations -->
<section class="visualizations">
<h2>Visualizations</h2>
<h3>Confusion Matrix</h3>
<img src="{{confusion_matrix_image}}" alt="Confusion Matrix" class="visualization-image">
<h3>ROC Curve</h3>
<img src="{{roc_curve_image}}" alt="ROC Curve" class="visualization-image">
<h3>Feature Importance</h3>
<img src="{{feature_importance_image}}" alt="Feature Importance" class="visualization-image">
</section>
<!-- Conclusion -->
<section class="conclusion">
<h2>Conclusion</h2>
<p>{{conclusion_text}}</p>
</section>
<!-- Additional Notes -->
<section class="notes">
<h3>Additional Notes</h3>
<p>{{additional_notes}}</p>
</section>
</div>
</body>
</html>