Battle of the Algorithms: An Exposé on Classification Techniques in Machine Learning
T. Aditya Sai Srinivas, B. Thulasi Thanmai, A. David Donald, G. Thippanna, I. Venkat Sai, I.V. Dwaraka Srihith · Zenodo (CERN European Organization for Nuclear Research) · 2023
Machine learning has become a powerful tool in various domains, and practitioners are constantly seeking real-life use cases to develop unique and practical projects. In this context, a compelling machine learning project involves comparing classification algorithms, which allows for a comprehensive evaluation of their performance. This article aims to provide insights into comparing classification algorithms in machine learning, focusing on practicality and uniqueness. By utilizing Python, we showcase a detailed comparison of various classification algorithms to facilitate understanding and decision-making. The article serves as a valuable resource for individuals interested in exploring the process of comparing classification algorithms and gaining a deeper understanding of their strengths and weaknesses.