diff --git a/DESCRIPTION b/DESCRIPTION index 455fe1af..7e6cdf4a 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,7 +2,7 @@ Package: biomod2 Type: Package Title: Ensemble Platform for Species Distribution Modeling Version: 4.2-5 -Date: 2024-04-04 +Date: 2024-04-30 Authors@R: c(person("Wilfried", "Thuiller", role = c("aut") , email = "wilfried.thuiller@univ-grenoble-alpes.fr"), person("Damien", "Georges", role = c("aut")), @@ -75,7 +75,7 @@ Suggests: tidyterra, ggtext License: GPL-3 -RoxygenNote: 7.2.3 +RoxygenNote: 7.3.1 Encoding: UTF-8 VignetteBuilder: knitr Collate: diff --git a/R/biomod2_globalVariables.R b/R/biomod2_globalVariables.R index 79b268c5..ef9a7aa9 100644 --- a/R/biomod2_globalVariables.R +++ b/R/biomod2_globalVariables.R @@ -6,7 +6,7 @@ utils::globalVariables(names = c("i.dim1", "sub.i")) ## biomod2_classes_0 ------------ -utils::globalVariables(names = c("expected_CVnames")) +utils::globalVariables(names = c("expected_CVnames", "OptionsBigboss")) ## biomod2_classes_1 ------------ utils::globalVariables(names = c("this_PA", diff --git a/R/bm_Tuning.R b/R/bm_Tuning.R index 0912ba56..8da027c1 100644 --- a/R/bm_Tuning.R +++ b/R/bm_Tuning.R @@ -70,6 +70,7 @@ ##' \item{ANN}{\code{size}, \code{decay}, \code{bag}} ##' \item{CTA}{\code{maxdepth}} ##' \item{FDA}{\code{degree}, \code{nprune}} +##' \item{GAM.gam}{\code{span}, \code{degree}} ##' \item{GAM.mgcv}{\code{select}, \code{method}} ##' \item{GBM}{\code{n.trees}, \code{interaction.depth}, \code{shrinkage}, \code{n.minobsinnode}} ##' \item{MARS}{\code{degree}, \code{nprune}} @@ -86,7 +87,7 @@ ##' ##' @note ##' \itemize{ -##' \item No tuning for \code{GAM.gam}, \code{GLM} and \code{MAXNET} +##' \item No tuning for \code{GLM} and \code{MAXNET} ##' \item \code{MAXENT} is tuned through \code{\link[ENMeval]{ENMevaluate}} function which is ##' calling either : ##' \itemize{ @@ -161,7 +162,7 @@ ##' # tune parameters for Random Forest model ##' tuned.rf <- bm_Tuning(model = 'RF', ##' tuning.fun = 'rf', ## see in ModelsTable -##' do.formula = TRUE, +##' do.formula = FALSE, ##' bm.options = opt.d@options$RF.binary.randomForest.randomForest, ##' bm.format = myBiomodData) ##' tuned.rf @@ -207,7 +208,7 @@ bm_Tuning <- function(model, FDA.nprune = 2:38, GAM.select = c(TRUE, FALSE), GAM.method = c('GCV.Cp', 'GACV.Cp', 'REML', 'P-REML', 'ML', 'P-ML'), - GAM.span = c(0.3,0.5,0.7), + GAM.span = c(0.3, 0.5, 0.7), GAM.degree = 1, GBM.n.trees = c(500, 1000, 2500), GBM.interaction.depth = seq(2, 8, by = 3), @@ -592,7 +593,7 @@ bm_Tuning <- function(model, FDA.nprune = 2:38, GAM.select = c(TRUE, FALSE), GAM.method = c('GCV.Cp', 'GACV.Cp', 'REML', 'P-REML', 'ML', 'P-ML'), - GAM.span = c(0.3,0.5,0.7), + GAM.span = c(0.3, 0.5, 0.7), GAM.degree = 1, GBM.n.trees = c(500, 1000, 2500), GBM.interaction.depth = seq(2, 8, by = 3), @@ -651,9 +652,9 @@ bm_Tuning <- function(model, params.train = params.train[grep(model, names(params.train))] .fun_testIfIn(TRUE, "names(params.train)", names(params.train), paste0(model, ".", train.params$params)) } else if (tuning.fun == "gamLoess"){ - params.train = params.train[c('GAM.span',"GAM.degree")] + params.train = params.train[c('GAM.span', "GAM.degree")] } else { - params.train = params.train[c('GAM.select','GAM.method')] + params.train = params.train[c('GAM.select', 'GAM.method')] } names(params.train) = sub(model, "", names(params.train)) tuning.grid <- do.call(expand.grid, params.train) diff --git a/docs/404.html b/docs/404.html index fcd127dd..1de76174 100644 --- a/docs/404.html +++ b/docs/404.html @@ -6,7 +6,7 @@
-library(biomod2)
+library(biomod2)
library(terra)
# Load species occurrences (6 species available)
@@ -471,7 +471,7 @@
diff --git a/docs/articles/examples_2_secundaryFunctions.html b/docs/articles/examples_2_secundaryFunctions.html
index 68857d39..038c0d76 100644
--- a/docs/articles/examples_2_secundaryFunctions.html
+++ b/docs/articles/examples_2_secundaryFunctions.html
@@ -6,7 +6,7 @@
Secundary functions • biomod2
-
+
@@ -186,7 +186,7 @@
variables
## Create simple simulated data ---------------------------------------------------------
@@ -590,7 +590,7 @@
diff --git a/docs/articles/index.html b/docs/articles/index.html
index 11b89189..81f988ea 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -1,5 +1,5 @@
-Articles • biomod2 Articles • biomod2
@@ -130,7 +130,7 @@ All vignettes
Site built with pkgdown 2.0.7.
+Site built with pkgdown 2.0.9.
diff --git a/docs/articles/vignette_dataPreparation.html b/docs/articles/vignette_dataPreparation.html index 8a9691b5..d02e532d 100644 --- a/docs/articles/vignette_dataPreparation.html +++ b/docs/articles/vignette_dataPreparation.html @@ -6,7 +6,7 @@ShinyBiomod
-Site built with pkgdown 2.0.7.
+Site built with pkgdown 2.0.9.
diff --git a/docs/authors.html b/docs/authors.html
index e2a131f7..2038258a 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -1,5 +1,5 @@
-Authors and Citation • biomod2 Authors and Citation • biomod2
@@ -96,7 +96,7 @@
diff --git a/docs/index.html b/docs/index.html
index 62860173..3b42a477 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -6,17 +6,13 @@
Ensemble Platform for Species Distribution Modeling • biomod2
-
+
-
+
BIOMOD_EnsembleModeling() output object class — BIOMOD.ensemble.models.out • biomod2 BIOMOD_EnsembleModeling() output object class — BIOMOD.ensemble.models.out • biomod2 BIOMOD_FormatingData() output object class (with pseudo-absences) — BIOMOD.formated.data.PA • biomod2 BIOMOD_FormatingData() output object class (with pseudo-absences) — BIOMOD.formated.data.PA • biomod2 BIOMOD_FormatingData() output object class — BIOMOD.formated.data • biomod2 BIOMOD_FormatingData() output object class — BIOMOD.formated.data • biomod2 bm_ModelingOptions output object class — BIOMOD.models.options • biomod2 bm_ModelingOptions output object class — BIOMOD.models.options • biomod2 BIOMOD_Modeling() output object class — BIOMOD.models.out • biomod2 BIOMOD_Modeling() output object class — BIOMOD.models.out • biomod2 bm_ModelingOptions output object class — BIOMOD.options.dataset • biomod2 bm_ModelingOptions output object class — BIOMOD.options.dataset • biomod2 bm_ModelingOptions output object class — BIOMOD.options.default • biomod2 bm_ModelingOptions output object class — BIOMOD.options.default • biomod2 BIOMOD_Projection() output object class — BIOMOD.projection.out • biomod2 BIOMOD_Projection() output object class — BIOMOD.projection.out • biomod2 BIOMOD_Modeling and BIOMOD_EnsembleModeling
-output object class — BIOMOD.stored.data • biomod2 BIOMOD_Modeling and BIOMOD_EnsembleModeling output object class — BIOMOD.stored.data • biomod2 BIOMOD_CrossValidation — BIOMOD_CrossValidation-deprecated • biomod2 BIOMOD_CrossValidation — BIOMOD_CrossValidation-deprecated • biomod2 Project ensemble species distribution models onto new environment — BIOMOD_EnsembleForecasting • biomod2 Project ensemble species distribution models onto new environment — BIOMOD_EnsembleForecasting • biomod2 Create and evaluate an ensemble set of models and predictions — BIOMOD_EnsembleModeling • biomod2 Create and evaluate an ensemble set of models and predictions — BIOMOD_EnsembleModeling • biomod2
- Site built with pkgdown 2.0.7.
+ Site built with pkgdown 2.0.9.
diff --git a/docs/reference/BIOMOD_FormatingData.html b/docs/reference/BIOMOD_FormatingData.html
index d5b2dd44..05764463 100644
--- a/docs/reference/BIOMOD_FormatingData.html
+++ b/docs/reference/BIOMOD_FormatingData.html
@@ -1,5 +1,5 @@
-Format input data, and select pseudo-absences if wanted, for usage in biomod2 — BIOMOD_FormatingData • biomod2 Format input data, and select pseudo-absences if wanted, for usage in biomod2 — BIOMOD_FormatingData • biomod2 Load species distribution models built with biomod2 — BIOMOD_LoadModels • biomod2 Load species distribution models built with biomod2 — BIOMOD_LoadModels • biomod2 Run a range of species distribution models — BIOMOD_Modeling • biomod2 Run a range of species distribution models — BIOMOD_Modeling • biomod2 BIOMOD_PresenceOnly — BIOMOD_PresenceOnly-deprecated • biomod2 BIOMOD_PresenceOnly — BIOMOD_PresenceOnly-deprecated • biomod2 Project a range of calibrated species distribution models onto new environment — BIOMOD_Projection • biomod2 Project a range of calibrated species distribution models onto new environment — BIOMOD_Projection • biomod2 Analyze the range size differences between projections of species distribution models — BIOMOD_RangeSize • biomod2 Analyze the range size differences between projections of species distribution models — BIOMOD_RangeSize • biomod2 BIOMOD_Tuning — BIOMOD_tuning-deprecated • biomod2 BIOMOD_Tuning — BIOMOD_tuning-deprecated • biomod2 BinaryTransformation — BinaryTransformation-deprecated • biomod2 BinaryTransformation — BinaryTransformation-deprecated • biomod2 Presence-Absence data to build test SDM — DataSpecies • biomod2 Presence-Absence data to build test SDM — DataSpecies • biomod2 Find.Optim.Stat — Find.Optim.Stat-deprecated • biomod2 Find.Optim.Stat — Find.Optim.Stat-deprecated • biomod2 Single models package and functions — ModelsTable • biomod2 Single models package and functions — ModelsTable • biomod2 Bigboss pre-defined parameter values for single models — OptionsBigboss • biomod2 Bigboss pre-defined parameter values for single models — OptionsBigboss • biomod2 ProbDensFunc — ProbDensFunc-deprecated • biomod2 ProbDensFunc — ProbDensFunc-deprecated • biomod2 Bioclimatic variables for SDM based on current condition — bioclim_current • biomod2 Bioclimatic variables for SDM based on current condition — bioclim_current • biomod2 Bioclimatic variables for SDM based on future condition — bioclim_future • biomod2 Bioclimatic variables for SDM based on future condition — bioclim_future • biomod2 Deprecated functions in package biomod2. — biomod2-deprecated • biomod2 Ensemble model output object class (when running BIOMOD_EnsembleModeling()) — biomod2_ensemble_model • biomod2 Ensemble model output object class (when running BIOMOD_EnsembleModeling()) — biomod2_ensemble_model • biomod2
@@ -190,8 +190,8 @@ See also
biomod2_model
, BIOMOD_EnsembleModeling
Other Toolbox objects:
BIOMOD.ensemble.models.out
,
-BIOMOD.formated.data.PA
,
BIOMOD.formated.data
,
+BIOMOD.formated.data.PA
,
BIOMOD.models.options
,
BIOMOD.models.out
,
BIOMOD.options.dataset
,
@@ -230,7 +230,7 @@
Examples
diff --git a/docs/reference/biomod2_model.html b/docs/reference/biomod2_model.html
index cd704a07..9c3b4518 100644
--- a/docs/reference/biomod2_model.html
+++ b/docs/reference/biomod2_model.html
@@ -1,5 +1,5 @@
-Single model output object class (when running BIOMOD_Modeling()) — biomod2_model • biomod2 Single model output object class (when running BIOMOD_Modeling()) — biomod2_model • biomod2
@@ -190,8 +190,8 @@ See also
Other Toolbox objects:
BIOMOD.ensemble.models.out
,
-BIOMOD.formated.data.PA
,
BIOMOD.formated.data
,
+BIOMOD.formated.data.PA
,
BIOMOD.models.options
,
BIOMOD.models.out
,
BIOMOD.options.dataset
,
@@ -234,7 +234,7 @@
Examples
diff --git a/docs/reference/bm_BinaryTransformation.html b/docs/reference/bm_BinaryTransformation.html
index 35d8a12d..dcb14c72 100644
--- a/docs/reference/bm_BinaryTransformation.html
+++ b/docs/reference/bm_BinaryTransformation.html
@@ -1,5 +1,5 @@
-Convert probability values into binary values using a predefined threshold — bm_BinaryTransformation • biomod2 Convert probability values into binary values using a predefined threshold — bm_BinaryTransformation • biomod2 Build cross-validation table — bm_CrossValidation • biomod2 Build cross-validation table — bm_CrossValidation • biomod2 Calculate the best score according to a given evaluation method — bm_FindOptimStat • biomod2 Calculate the best score according to a given evaluation method — bm_FindOptimStat • biomod2 Standardized formula maker — bm_MakeFormula • biomod2 Standardized formula maker — bm_MakeFormula • biomod2 Configure the modeling options for each selected model — bm_ModelingOptions • biomod2 Configure the modeling options for each selected model — bm_ModelingOptions • biomod2
@@ -387,7 +387,7 @@ Examples
diff --git a/docs/reference/bm_PlotEvalBoxplot.html b/docs/reference/bm_PlotEvalBoxplot.html
index 4b944ad6..8559471c 100644
--- a/docs/reference/bm_PlotEvalBoxplot.html
+++ b/docs/reference/bm_PlotEvalBoxplot.html
@@ -1,5 +1,5 @@
-Plot boxplot of evaluation scores — bm_PlotEvalBoxplot • biomod2 Plot boxplot of evaluation scores — bm_PlotEvalBoxplot • biomod2
- Site built with pkgdown 2.0.7.
+ Site built with pkgdown 2.0.9.
diff --git a/docs/reference/bm_PlotEvalMean.html b/docs/reference/bm_PlotEvalMean.html
index 00fd2a99..a1afdfe7 100644
--- a/docs/reference/bm_PlotEvalMean.html
+++ b/docs/reference/bm_PlotEvalMean.html
@@ -1,5 +1,5 @@
-Plot mean evaluation scores — bm_PlotEvalMean • biomod2 Plot mean evaluation scores — bm_PlotEvalMean • biomod2
- Site built with pkgdown 2.0.7.
+ Site built with pkgdown 2.0.9.
diff --git a/docs/reference/bm_PlotRangeSize.html b/docs/reference/bm_PlotRangeSize.html
index bc05f50c..248c173f 100644
--- a/docs/reference/bm_PlotRangeSize.html
+++ b/docs/reference/bm_PlotRangeSize.html
@@ -1,5 +1,5 @@
-Plot species range change — bm_PlotRangeSize • biomod2 Plot species range change — bm_PlotRangeSize • biomod2 Plot response curves — bm_PlotResponseCurves • biomod2 Plot response curves — bm_PlotResponseCurves • biomod2
- Site built with pkgdown 2.0.7.
+ Site built with pkgdown 2.0.9.
diff --git a/docs/reference/bm_PlotVarImpBoxplot.html b/docs/reference/bm_PlotVarImpBoxplot.html
index cb025a4c..ff16914e 100644
--- a/docs/reference/bm_PlotVarImpBoxplot.html
+++ b/docs/reference/bm_PlotVarImpBoxplot.html
@@ -1,5 +1,5 @@
-Plot boxplot of variables importance — bm_PlotVarImpBoxplot • biomod2 Plot boxplot of variables importance — bm_PlotVarImpBoxplot • biomod2
- Site built with pkgdown 2.0.7.
+ Site built with pkgdown 2.0.9.
diff --git a/docs/reference/bm_PseudoAbsences.html b/docs/reference/bm_PseudoAbsences.html
index 121573fd..94c13132 100644
--- a/docs/reference/bm_PseudoAbsences.html
+++ b/docs/reference/bm_PseudoAbsences.html
@@ -1,5 +1,5 @@
-Select pseudo-absences — bm_PseudoAbsences • biomod2 Select pseudo-absences — bm_PseudoAbsences • biomod2 Loop to compute all single species distribution models — bm_RunModelsLoop • biomod2 Loop to compute all single species distribution models — bm_RunModelsLoop • biomod2 Surface Range Envelope — bm_SRE • biomod2 Surface Range Envelope — bm_SRE • biomod2 Sample binary vector — bm_SampleBinaryVector • biomod2 Sample binary vector — bm_SampleBinaryVector • biomod2 Sample all levels of a factorial variable — bm_SampleFactorLevels • biomod2 Sample all levels of a factorial variable — bm_SampleFactorLevels • biomod2 Tune models parameters — bm_Tuning • biomod2 Tune models parameters — bm_Tuning • biomod2 Variables' importance calculation — bm_VariablesImportance • biomod2 Variables' importance calculation — bm_VariablesImportance • biomod2 calculate.stat — calculate.stat-deprecated • biomod2 calculate.stat — calculate.stat-deprecated • biomod2 Check duplicated cells — check_duplicated_cells • biomod2 Check duplicated cells — check_duplicated_cells • biomod2 Transform categorical into numeric variables — .categorical2numeric • biomod2 Transform categorical into numeric variables — .categorical2numeric • biomod2 Get categorical variable names — .get_categorical_names • biomod2 Get categorical variable names — .get_categorical_names • biomod2
@@ -56,6 +56,12 @@
Pseudo-absences
+
+ Cross-validation
+
+
+ Modeling options
+
Variability in results
@@ -123,11 +129,11 @@ Value
diff --git a/docs/reference/dot-get_env_class.html b/docs/reference/dot-get_env_class.html
index a151ecf3..66607106 100644
--- a/docs/reference/dot-get_env_class.html
+++ b/docs/reference/dot-get_env_class.html
@@ -1,5 +1,5 @@
-Get class of environmental data provided — .get_env_class • biomod2 Get class of environmental data provided — .get_env_class • biomod2
@@ -56,6 +56,12 @@
Pseudo-absences
+
+ Cross-validation
+
+
+ Modeling options
+
Variability in results
@@ -123,11 +129,11 @@ Value
diff --git a/docs/reference/dot-load_gam_namespace.html b/docs/reference/dot-load_gam_namespace.html
index b286af1f..5811bc8b 100644
--- a/docs/reference/dot-load_gam_namespace.html
+++ b/docs/reference/dot-load_gam_namespace.html
@@ -1,5 +1,5 @@
-Load library for GAM models — .load_gam_namespace • biomod2 Load library for GAM models — .load_gam_namespace • biomod2 .transform.outputs.list — .transform.outputs.list-deprecated • biomod2 .transform.outputs.list — .transform.outputs.list-deprecated • biomod2 Transform predictions data.frame from long to wide with models as columns — .transform_model.as.col • biomod2 Transform predictions data.frame from long to wide with models as columns — .transform_model.as.col • biomod2 Pseudo-absences
plot
method for BIOMOD.formated.data
object class
plot
method for BIOMOD.formated.data
object class
summary
method for BIOMOD.formated.data
object class
summary
method for BIOMOD.formated.data
object class
bm_ModelingOptions
output object class
bm_ModelingOptions
output object class
BIOMOD.options.dataset(<character>)
show(<BIOMOD.options.dataset>)
print(<BIOMOD.options.dataset>)
bm_ModelingOptions
output object class
bm_ModelingOptions
output object class
show(<BIOMOD.models.options>)
print(<BIOMOD.models.options>)
bm_ModelingOptions
output object class
bm_ModelingOptions
output object class
BIOMOD.stored.data
BIOMOD.stored.data-class
BIOMOD.stored.data.frame-class
BIOMOD.stored.SpatRaster-class
BIOMOD.stored.files-class
BIOMOD.stored.formated.data-class
BIOMOD.stored.options-class
BIOMOD.stored.models.out-class
BIOMOD_Modeling
and BIOMOD_EnsembleModeling
-output object class
BIOMOD_Modeling
and BIOMOD_EnsembleModeling
output object class
Functions to load BIOMOD.stored.data
objects
Functions to load BIOMOD.stored.data
objects
get_formal_model(<biomod2_model>)
get_scaling_model(<biomod2_model>)
Functions to extract informations from biomod2_model
objects
Functions to extract informations from biomod2_model
objects
get_species_data(<BIOMOD.formated.data>)
get_species_data(<BIOMOD.formated.data.PA>)
get_eval_data(<BIOMOD.formated.data>)
get_options(<BIOMOD.models.out>)
get_calib_lines(<BIOMOD.models.out>)
get_formal_data(<BIOMOD.models.out>)
get_predictions(<BIOMOD.models.out>)
get_built_models(<BIOMOD.models.out>)
get_evaluations(<BIOMOD.models.out>)
get_variables_importance(<BIOMOD.models.out>)
get_projected_models(<BIOMOD.projection.out>)
free(<BIOMOD.projection.out>)
get_predictions(<BIOMOD.projection.out>)
get_formal_data(<BIOMOD.ensemble.models.out>)
get_built_models(<BIOMOD.ensemble.models.out>)
get_kept_models(<BIOMOD.ensemble.models.out>)
get_predictions(<BIOMOD.ensemble.models.out>)
get_evaluations(<BIOMOD.ensemble.models.out>)
get_variables_importance(<BIOMOD.ensemble.models.out>)
Functions to extract informations from BIOMOD.models.out
,
-BIOMOD.projection.out
or BIOMOD.ensemble.models.out
objects
Functions to extract informations from BIOMOD.models.out
, BIOMOD.projection.out
or BIOMOD.ensemble.models.out
objects
Functions to get predictions from biomod2_model
objects
Functions to get predictions from biomod2_model
objects
Functions to get predictions from biomod2_ensemble_model
objects
Functions to get predictions from biomod2_ensemble_model
objects
biomod2
biomod2_model
on (new) explanatory variables. predict2
was introduced to allow a signature with two arguments : object
,
a type of biomod2_model
and newdata
, either a
-SpatRaster
or a data.frame
.
+SpatRaster
or a data.frame
.
@@ -196,7 +202,7 @@ Arguments
newdata
a data.frame
or
-SpatRaster
object containing data for new
+SpatRaster
object containing data for new
predictions
@@ -240,11 +246,11 @@ Author
diff --git a/docs/reference/predict2.em.html b/docs/reference/predict2.em.html
index 1dcbf6cb..db7e05b7 100644
--- a/docs/reference/predict2.em.html
+++ b/docs/reference/predict2.em.html
@@ -1,5 +1,5 @@
-Functions to get predictions from biomod2_ensemble_model objects — predict2.em • biomod2 Functions to get predictions from biomod2_ensemble_model objects — predict2.em • biomod2 Check whether SpatRaster is an empty rast() — rast.has.values • biomod2 Check whether SpatRaster is an empty rast() — rast.has.values • biomod2
@@ -56,6 +56,12 @@
Pseudo-absences
+
+ Cross-validation
+
+
+ Modeling options
+
Variability in results
@@ -95,7 +101,7 @@ Check whether SpatRaster is an empty rast()
@@ -123,11 +129,11 @@ Value
diff --git a/docs/reference/response.plot2-deprecated.html b/docs/reference/response.plot2-deprecated.html
index 296e91a3..1aedddee 100644
--- a/docs/reference/response.plot2-deprecated.html
+++ b/docs/reference/response.plot2-deprecated.html
@@ -1,5 +1,5 @@
-response.plot2 — response.plot2-deprecated • biomod2 response.plot2 — response.plot2-deprecated • biomod2 sample.factor.levels — sample.factor.levels-deprecated • biomod2 sample.factor.levels — sample.factor.levels-deprecated • biomod2 sre — sre-deprecated • biomod2 sre — sre-deprecated • biomod2 summary method for BIOMOD.formated.data object class — summary,BIOMOD.formated.data-method • biomod2 summary method for BIOMOD.formated.data object class — summary,BIOMOD.formated.data-method • biomod2 variables_importance — variables_importance-deprecated • biomod2 variables_importance — variables_importance-deprecated • biomod2 Dummy function to clean working directory after package checks — zzz_bm • biomod2 Dummy function to clean working directory after package checks — zzz_bm • biomod2