2025. Machine Learning-based Predictive Models for Early Diagnosis of Liver Disease: MACHINE LEARNING-BASED MODELS FOR EARLY DIAGNOSIS OF LIVER DISEASE. Journal of Scientific & Industrial Research (JSIR). 84, 5 (May 2025), 575–583. DOI:https://doi.org/10.56042/jsir.v84i5.14828.