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index.html
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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>Market Share Prediction</title>
<style>
body {
font-family: Arial, sans-serif;
margin: 0;
padding: 0;
display: flex;
justify-content: center;
align-items: center;
height: 100vh;
background-color: #f0f0f0;
}
.container {
background-color: white;
padding: 20px;
border-radius: 8px;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
}
.form-group {
margin-bottom: 15px;
}
.form-group label {
display: block;
margin-bottom: 5px;
}
.form-group input {
width: 100%;
padding: 8px;
box-sizing: border-box;
}
.btn {
background-color: #007bff;
color: white;
padding: 10px 15px;
border: none;
border-radius: 4px;
cursor: pointer;
}
.btn:hover {
background-color: #0056b3;
}
.result {
margin-top: 20px;
}
</style>
</head>
<body>
<div class="container">
<h2>Market Share Prediction</h2>
<form action="/predict" method="post">
<div class="form-group">
<label for="price">Price:</label>
<input type="number" step="0.01" name="price" id="price" required>
</div>
<div class="form-group">
<label for="company">Company:</label>
<input type="text" name="company" id="company" required>
</div>
<div class="form-group">
<label for="dosage">Dosage (mg):</label>
<input type="number" step="0.01" name="dosage" id="dosage" required>
</div>
<div class="form-group">
<label for="tabs">Tabs:</label>
<input type="number" name="tabs" id="tabs" required>
</div>
<div class="form-group">
<label for="launch_year">Launch Year:</label>
<input type="number" name="launch_year" id="launch_year" required>
</div>
<button type="submit" class="btn">Predict</button>
</form>
<div class="result">
{% if prediction_text %}
<p>{{ prediction_text }}</p>
<p>{{ r2_score }}</p>
<p>{{ mse }}</p>
{% endif %}
</div>
</div>
</body>
</html>