Water Quality Analysis of Different Water Sources in Kerala, India

This paper aimed to classify the quality of different water sources in Kerala. All major rivers, lakes, and reservoirs are included this study. The is classified into classes based on level pH, Biochemical Oxygen Demand (BOD), Dissolved Oxygen, Electrical Conductivity, concentration Total Coliforms sample. For classification purposes, models proposed. Among these models, Naïve Bayes scored 78.79 % accuracy. SVM 82.83 decision Tree Classifier's accuracy case study 93.94 %, XG Boost classifier 94.95 Random Forest highest accuracy, i.e., 95.96 %. Also, reports evaluated. On evaluating results, it can be concluded that gives best results.