Modelling species proportion in catch and Computation of catch estimates

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()

Process 3.1: Data preparatory

Process 3.2: Modelling

Process 3.3: Data and Model checking

Process 3.4: Dataset for prediction

Process 3.5: Modelling species composition and estimating catch