CAPPAN

CAPPAN is a machine learning framework designed to improve classification tasks by combining multiple models into an ensemble for greater accuracy. It intelligently selects and aggregates predictions from diverse classifiers, leveraging their strengths and compensating for individual weaknesses. This collaborative approach often results in more reliable and robust decision-making, particularly in complex or uncertain scenarios. Think of it as a team of expert opinions working together to arrive at the best possible answer, rather than relying on a single model's prediction. CAPPAN enhances overall performance through this collaborative, adaptive methodology.