Md Kafil Uddin, Salma Akter, Pritom Das, Nafis Anjum, Sharmin Akter, Murshida Alam, Md Nad Vi Al Bony, Md Habibur Rahman and Tamanna Pervin 2024. MACHINE LEARNING-BASED EARLY DETECTION OF KIDNEY DISEASE: A COMPARATIVE STUDY OF PREDICTION MODELS AND PERFORMANCE EVALUATION. International Journal of Medical Science and Public Health Research. 5, 12 (Dec. 2024), 58–75. DOI:https://doi.org/10.37547/ijmsphr/Volume05Issue12-05.