The different ML models (SVR, RF, ET, XGB, LGBM, and CB) are stored as .pkl files and can be loaded into a dictionary for easy access. These optimizers can then be used for predicting the slurry of a TBM PR. The models are trained on Mumbai Coastal Road tunnel project datasets.
