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MLmorph  

Integrating Morphological Modeling and Machine Learning for Decision Support
View on CRAN: Click here


Download and install MLmorph package within the R console
Install from CRAN:
install.packages("MLmorph")

Install from Github:
library("remotes")
install_github("cran/MLmorph")

Install by package version:
library("remotes")
install_version("MLmorph", "0.1.1")



Attach the package and use:
library("MLmorph")
Maintained by
Oskar Kosch
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-02
Latest Update: 2025-09-02
Description:
Integrating morphological modeling with machine learning to support structured decision-making (e.g., in management and consulting). The package enumerates a morphospace of feasible configurations and uses random forests to estimate class probabilities over that space, bridging deductive model exploration with empirical validation. It includes utilities for factorizing inputs, model training, morphospace construction, and an interactive 'shiny' app for scenario exploration.
How to cite:
Oskar Kosch (2025). MLmorph: Integrating Morphological Modeling and Machine Learning for Decision Support. R package version 0.1.1, https://cran.r-project.org/web/packages/MLmorph. Accessed 25 Oct. 2026.
Previous versions and publish date:
0.1.0 (2025-09-02 08:20), (2026-07-09 08:09)
Other packages that cited MLmorph R package
View MLmorph citation profile
Other R packages that MLmorph depends, imports, suggests or enhances
Complete documentation for MLmorph
Functions, R codes and Examples using the MLmorph R package
Full MLmorph package functions and examples
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