Ensemble model output object class (when running BIOMOD_EnsembleModeling())

Class created by BIOMOD_EnsembleModeling

# S4 method for class 'biomod2_ensemble_model'
show(object)

Arguments

object

a biomod2_ensemble_model object

Details

biomod2_model is the basic object for biomod2 ensemble species distribution models.
All listed classes below are derived from biomod2_model, and have a model_class slot specific value :

• biomod2_ensemble_model : model_class is EM

• EMmean_biomod2_model : model_class is EMmean

• EMmedian_biomod2_model : model_class is EMmedian

• EMcv_biomod2_model : model_class is EMcv

• EMci_biomod2_model : model_class is EMci

• EMca_biomod2_model : model_class is EMca

• EMwmean_biomod2_model : model_class is EMwmean

Slots

modeling.id

a character corresponding to the name (ID) of the simulation set

model_name

a character corresponding to the model name

model_class

a character corresponding to the model class

model_options

a list containing the model options

model

the corresponding model object

scaling_model

the corresponding scaled model object

dir_name

a character corresponding to the modeling folder

resp_name

a character corresponding to the species name

expl_var_names

a vector containing names of explanatory variables

expl_var_type

a vector containing classes of explanatory variables

expl_var_range

a list containing ranges of explanatory variables

model_evaluation

a data.frame containing the model evaluations

model_variables_importance

a data.frame containing the model variables importance

See also

biomod2_model, BIOMOD_EnsembleModeling

Other Toolbox objects: BIOMOD.ensemble.models.out, BIOMOD.formated.data, BIOMOD.formated.data.PA, BIOMOD.models.options, BIOMOD.models.out, BIOMOD.options.dataset, BIOMOD.options.default, BIOMOD.projection.out, BIOMOD.stored.data, biomod2_model

Author

Damien Georges

Examples

showClass("biomod2_ensemble_model")
showClass("EMmean_biomod2_model")
showClass("EMmedian_biomod2_model")
showClass("EMcv_biomod2_model")
showClass("EMci_biomod2_model")
showClass("EMca_biomod2_model")
showClass("EMwmean_biomod2_model")