README.md
In janhoo/crecs: quantitative species distribution modelling
crecs
Comfy Multivariate Regression and Cross-validation for Spatial Objects
This R package is for multivariate regression and classification with spatial objects. It was developed for species-distribution modelling, but there's nothing biology-specific to it. Use it on spatially distributed continious quantities (as well as count and presence/absence data), featuring
random forest,
gbm.step, and
gbm,
gam, and
maxent. It provides means for crossvalidation, various model performance metrics and helper functions for null models, spatial autocorrelation, etc., and a number of convenience functions.
Installation
just issue
devtools::install_github("janhoo/crecs")
you may need to (install.packages("devtools")) first.
Ok, done.
License
This package is licensed to you under the terms of the GNU AFFERO GENERAL PUBLIC LICENSE version 3.0 or higher.
janhoo/crecs documentation built on May 18, 2019, 12:25 p.m.
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crecs
Comfy Multivariate Regression and Cross-validation for Spatial Objects
This R package is for multivariate regression and classification with spatial objects. It was developed for species-distribution modelling, but there's nothing biology-specific to it. Use it on spatially distributed continious quantities (as well as count and presence/absence data), featuring random forest, gbm.step, and gbm, gam, and maxent. It provides means for crossvalidation, various model performance metrics and helper functions for null models, spatial autocorrelation, etc., and a number of convenience functions.
Installation
just issue
devtools::install_github("janhoo/crecs")
you may need to (install.packages("devtools")) first.
Ok, done.
License
This package is licensed to you under the terms of the GNU AFFERO GENERAL PUBLIC LICENSE version 3.0 or higher.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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