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optRF: Optimising Random Forest Stability by Determining the Optimal Number of Trees
Calculating the stability of random forest with certain numbers of trees. The non-linear relationship between stability and numbers of trees is described using a logistic regression model and used to estimate the optimal number of trees.
Package details |
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| Author | Thomas Martin Lange [cre, aut] (ORCID: <https://orcid.org/0000-0003-4351-7950>), Felix Heinrich [ctb] (ORCID: <https://orcid.org/0000-0002-6093-8522>) |
| Maintainer | Thomas Martin Lange <thomas.lange@uni-goettingen.de> |
| License | GPL (>= 2) |
| Version | 1.2.1 |
| URL | https://github.com/tmlange/optRF |
| Package repository | View on CRAN |
| Installation |
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