Estimates the conditional error distributions of random forest predictions and common parameters of those distributions, including 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 (2019+) <arXiv:1912.07435>. This package is compatible with several existing packages that implement random forests in R.
| Version: | 0.2.0 |
| Imports: | data.table, purrr |
| Suggests: | randomForest |
| Published: | 2020-04-02 |
| Author: | Benjamin Lu and Johanna Hardin |
| Maintainer: | Benjamin Lu <b.lu at berkeley.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Citation: | forestError citation info |
| Materials: | README NEWS |
| CRAN checks: | forestError results |
| Reference manual: | forestError.pdf |
| Package source: | forestError_0.2.0.tar.gz |
| Windows binaries: | r-devel: forestError_0.2.0.zip, r-release: forestError_0.2.0.zip, r-oldrel: forestError_0.2.0.zip |
| macOS binaries: | r-release: forestError_0.2.0.tgz, r-oldrel: forestError_0.2.0.tgz |
| Old sources: | forestError archive |
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