gradientForest: Random Forest functions for the Census of Marine Life synthesis project.

Analyses species data using random forests, collates the split-point improvements in impurity, and uses these to convert predictor variables into a biologically-informed importance scale. This version allows combinations of gradientForest objects with different predictors.

Getting started

Package details

AuthorS.J. Smith <Stephen.Smith@dfo-mpo.gc.ca> and N. Ellis <Nick.Ellis@csiro.au> and P. Dyer <uqpdyer@uq.edu.au>
MaintainerN. Ellis <nickellis999@gmail.com>
LicenseGPL (>= 2)
Version0.1-37
URL http://www.r-project.org
Package repositoryView on R-Forge
Installation Install the latest version of this package by entering the following in R:
install.packages("gradientForest", repos="http://R-Forge.R-project.org")

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gradientForest documentation built on Aug. 24, 2023, 3:03 p.m.