| {% extends "layout.html" %} | |
| {% block content %} | |
| <h1 class="text-4xl font-bold text-gray-800 mb-6">Optimization Method</h1> | |
| <p class="text-gray-600 text-lg mb-8">Optimization (Gradient Descent): Gradient descent is an optimization algorithm used to minimize the error (loss function) of a model during the training process. It is the underlying mechanism that powers the "gradient" aspect of gradient boosting, allowing the models to iteratively improve their performance.</p> | |
| <div class="flex flex-col gap-6"> | |
| <div class="card p-6"> | |
| <h2 class="text-2xl font-semibold text-gray-800 mb-4"></h2> | |
| <a href="/gradient-descent" class="algorithm-box">Gradient Descent</a> | |
| </div> | |
| {% endblock %} |