templates/ensemble.html

{% extends "layout.html" %}

{% block content %}
<h1 class="text-4xl font-bold text-gray-800 mb-6">Ensemble Learning</h1>
<p class="text-gray-600 text-lg mb-8">Ensemble learning is a technique that combines multiple machine learning models to get a more robust and accurate prediction than a single model alone.</p>
<div class="flex flex-col gap-6">
    <div class="card p-6">
        <h2 class="text-2xl font-semibold text-gray-800 mb-4">Popular Ensemble Algorithms</h2>
        <div class="flex flex-wrap gap-4">
            <a href="/bagging" class="algorithm-box">Bagging (e.g., Random Forest)</a>
            <a href="/boosting" class="algorithm-box">Boosting (e.g., AdaBoost, Gradient Boosting)</a>
            <a href="/stacking" class="algorithm-box">Stacking</a>
            <a href="/voting" class="algorithm-box">Voting</a>
        </div>
    </div>
</div>
{% endblock %}