AquaIntel: An Integrated Groundwater Quality Analysis and Prediction Workspace
Prediction workspace
ML Model Training
Train models on stored WQI results, compare performance, and inspect explanations.
Model analysis
Configure Training
Train regressors to predict continuous WQI. Metrics: MAE, MSE, RMSE, R².
Optimization uses bounded cross-validation; Bayesian optimization runs 20 trials and may take longer than normal training.