Keyword
model prediction
Type of resources
Keywords
Contact for the resource
status
Groups
From
1
-
2
/
2
-
An R implementation of tasks related to 'Maxent' species distribution modelling: projecting models; computing information criteria; creating limiting factors maps; importing mxe files; recreating MaxEnt class objects and parsing .lambdas files.
-
The package includes algorithms for presence-background (Maxent) and presence-absence (GAM, GLM, GBM, SVM, RF, ANN). Moreover, it contains functions for sampling bias correction, sampling pseudoabsences and background points, data partitioning, and reducing collinearity in predictors; fitting and evaluating models, ensembles of small models and ensemble models; models’ predictions, interpolation and overprediction correction.