Key Features
Everything you need to analyze and predict water quality
WQI Calculator
Calculate Water Quality Index using NSF AM, NSF GM, CCME, GPI, Horton, or West Java methods
ML Predictions
Train LightGBM, XGBoost, or CatBoost models with grid, random, successive-halving, or Bayesian optimization
Interactive Map
Visualize water quality data on an interactive map with potability markers
Performance Metrics
Evaluate model performance with R², MSE, RMSE, Accuracy, Precision, Recall, and F1 Score
Potability Analysis
Classify water samples as potable or non-potable with detailed ranking
Export Results
Download results as Excel files for further analysis and reporting
Supported WQI Methods
Six internationally recognized water quality indexing methods
NSF AMNSF GMCCMEGPIHortonWest Java