CRAN/E | forestError

forestError

A Unified Framework for Random Forest Prediction Error Estimation

Installation

About

Estimates the conditional error distributions of random forest predictions and common parameters of those distributions, including conditional misclassification rates, conditional mean squared prediction errors, conditional biases, and conditional quantiles, by out-of-bag weighting of out-of-bag prediction errors as proposed by Lu and Hardin (2021). This package is compatible with several existing packages that implement random forests in R.

Citation forestError citation info

Key Metrics

Version 1.1.0
Published 2021-08-10 997 days ago
Needs compilation? no
License GPL-3
CRAN checks forestError results

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Maintainer

Maintainer

Benjamin Lu

b.lu@berkeley.edu

Authors

Benjamin Lu
Johanna Hardin

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

forestError archive

Imports

data.table
purrr

Suggests

randomForest