Introduction In today’s data-driven landscape, businesses are constantly searching for smarter ways to make decisions, leveraging predictive analytics to stay ahead. At the forefront of this transformation are classification models—a fundamental aspect of machine learning that enables organizations to predict categorical outcomes with high accuracy. From identifying customers most likely to engage with a marketing…