ModelsTable: Single models package and functions

In biomodhub/biomod2: Ensemble Platform for Species Distribution Modeling

Single models package and functions

Description

A data.frame containing for each single model available in biomod2 the package and functions to be called.

Usage

ModelsTable

Format

A data.frame object with 12 rows and 5 variables:

model

all single models that can be computed in biomod2

type

data type associated to the models

package

R package used

func

function used in the R package

train

function called by caret for the tuning

All single models available are the following :

• ANN (nnet)

• CTA (rpart)

• DNN (cito)

• FDA (fda)

• GAM (gam, gam or bam)

• GBM (gbm)

• GLM (glm)

• MARS (earth)

• MAXENT (see Maxent website)

• MAXNET (maxnet)

• RF (randomForest)

• RFd (randomForest downsampled)

• SRE (bm_SRE)

• XGBOOST (xgboost)

biomodhub/biomod2 documentation built on July 4, 2025, 6:15 p.m.