ImML: Machine Learning Algorithms Fitting and Validation for Forestry

Fitting and validation of machine learning algorithms for volume prediction of trees, currently for conifer trees based on diameter at breast height and height as explanatory variables.

Version: 0.1.5
Depends: R (≥ 4.1.0)
Imports: stats (≥ 4.1.0), dplyr (≥ 1.1.2), rpart (≥ 4.1.19), caret (≥ 6.0-94), randomForest (≥ 4.7-1.1), e1071 (≥ 1.7-13), ggplot2 (≥ 3.4.2), rlang (≥ 1.1.1)
Published: 2023-09-06
DOI: 10.32614/CRAN.package.ImML
Author: M. Iqbal Jeelani [aut], Salvatore Mangiafico [aut, cre]
Maintainer: Salvatore Mangiafico <mangiafico at>
License: GPL-3
NeedsCompilation: no
Citation: ImML citation info
Materials: NEWS
CRAN checks: ImML results


Reference manual: ImML.pdf


Package source: ImML_0.1.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ImML_0.1.5.tgz, r-oldrel (arm64): ImML_0.1.5.tgz, r-release (x86_64): ImML_0.1.5.tgz, r-oldrel (x86_64): ImML_0.1.5.tgz


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