The level 3 process of the T3R package aim at modelling species composition before estimating catch for the major tuna species only: Yellowfin tuna, skipjack and bigeye tuna. The process is divided in 5 steps:
Process | Name | Corresponding method |
---|---|---|
3.1 | Data preparatory | data_preparatory() |
3.2 | Modelling | random_forest_models() |
3.3 | Data and model diagnostic | models_checking() |
3.4 | Dataset for prediction | data_formatting_for_predictions() |
3.5 | Catch prediction | model_predictions() |