<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Diabetes Patient's Readmission Prediction</title>
<link
href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css"
rel="stylesheet"
/>
<style>
.container {
max-width: 500px; /* Adjust the width as needed */
margin: auto;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1); /* Shadow effect */
padding: 20px;
background-color: white;
border-radius: 10px;
}
.disclaimer {
margin-top: 20px;
font-size: 0.85em;
text-align: center;
}
</style>
</head>
<body>
<div class="container">
<h2 class="my-4">Diabetes Patient's Readmission Prediction</h2>
<!-- Check if prediction is available -->
{% if prediction is defined %}
<div class="alert alert-info">Prediction: {{ prediction }}</div>
{% endif %}
<!-- Display error message if present -->
{% if error is defined %}
<div class="alert alert-danger text-center">{{ error }}</div>
{% endif %}
<form action="/predict" method="post">
<div class="form-group">
<label for="number_inpatient">Number of Times as Inpatient</label>
<input
type="number"
class="form-control"
id="number_inpatient"
name="number_inpatient"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number Emergency Cases</label>
<input
type="number"
class="form-control"
id="number_emergency"
name="number_emergency"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number of Diagnosis</label>
<input
type="number"
class="form-control"
id="number_diagnosis"
name="number_diagnosis"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number of times as Outpatient</label>
<input
type="number"
class="form-control"
id="number_outpatient"
name="number_outpatient"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number of Dig-1-428</label>
<input
type="number"
class="form-control"
id="nummer_dig_1_428"
name="number_dig_1_428"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number of Diabetes Medication</label>
<input
type="number"
class="form-control"
id="number_diabetesMed_Yes"
name="number_diabetesMed_Yes"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number of Medication</label>
<input
type="number"
class="form-control"
id="number_num_medications"
name="number_num_medications"
value="0"
required
/>
</div>
<div class="form-group">
<label for="number_emergency">Number of Times in Hospital</label>
<input
type="number"
class="form-control"
id="number_time_in_hospital"
name="number_time_in_hospital"
value="0"
required
/>
</div>
<div class="text-center">
<button type="submit" class="btn-lg btn-primary">Predict</button>
</div>
</form>
<div class="disclaimer">
<p>
<strong class="text-danger">Please Note:</strong>This prediction is
not a medical diagnosis and should not be taken as such. Always
consult with a healthcare professional for medical advice.
</p>
</div>
</div>
<script src="https://code.jquery.com/jquery-3.3.1.slim.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js"></script>
</body>
</html>
Datasets
Models
