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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<link rel="stylesheet" href="{{ url_for('static', filename='css/model.css')}}">
<script>
function validateForm() {
var experienceField = document.getElementById("experience");
var experienceValue = experienceField.value;
if (experienceValue < 0) {
alert("Experience cannot be negative.");
return false;
}
var salaryField = document.getElementById("salary");
var salaryValue = salaryField.value;
if (salaryValue < 0) {
alert("Salary cannot be negative.");
return false;
}
return true;
}
</script>
</head>
<body>
<div class="header">
<img src="{{ url_for('static', filename='images/Model-Naive.png') }}" alt="Image" class="logo">
<h1>Naive Bayes</h1>
</div>
<form action="{{ url_for('predictnaive') }}" method="POST" onsubmit="return validateForm()">
<label for="experience">Experience:</label>
<input type="number" id="experience" name="experience" placeholder="Experience" required>
<label for="salary">Salary:</label>
<input type="number" id="salary" name="salary" placeholder="Salary" required>
<button type="submit">Classify</button>
</form>
<ul>
<li>Salary: {{ salary }}</li>
<li>Experience: {{ experience }}</li>
</ul>
<table>
<tr>
<th>Naive Bayes Type</th>
<th>Prediction</th>
</tr>
<tr>
<td>Multinomial Naive Bayes</td>
<td>{{ multinomial_accuracy }}</td>
<td>{{ multinomial_prediction }}</td>
</tr>
<tr>
<td>Gaussian Naive Bayes</td>
<td>{{ gaussian_accuracy }}</td>
<td>{{ gaussian_prediction }}</td>
</tr>
<tr>
<td>Bernoulli Naive Bayes</td>
<td>{{ bernoulli_accuracy }}</td>
<td>{{ bernoulli_prediction }}</td>
</tr>
</table>
</body>
</html>
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