Package: MLmorph
Type: Package
Title: Integrating Morphological Modeling and Machine Learning for
        Decision Support
Version: 0.1.1
Authors@R: 
    person(given = "Oskar", family = "Kosch", email = "contact@oskarkosch.com",
    role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0003-2697-1393"))
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.
License: MIT + file LICENSE
URL: https://github.com/theogrost/MLmorph
BugReports: https://github.com/theogrost/MLmorph/issues
Encoding: UTF-8
Depends: R (>= 4.3.0)
Imports: bslib (>= 0.9.0), caret (>= 6.0.94), dplyr (>= 1.1.4), ggplot2
        (>= 3.5.1), htmltools (>= 0.5.8.1), jsonlite (>= 1.8.8),
        magrittr, openxlsx (>= 4.2.5.2), plotly (>= 4.10.4),
        randomForest (>= 4.7.1.1), reactable (>= 0.4.4), shiny (>=
        1.10.0), shinyFiles (>= 0.9.3), shinyjs (>= 2.1.0), stats (>=
        4.3.0), tidyr (>= 1.3.1), utils (>= 4.3.0)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Language: en-US
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
        zlib1g-dev
Repository: https://theogrost.r-universe.dev
Date/Publication: 2025-11-09 20:08:29 UTC
RemoteUrl: https://github.com/theogrost/mlmorph
RemoteRef: HEAD
RemoteSha: 48c1bbf86edb83a77d4f7e27fbcd02ecdbbebc5f
NeedsCompilation: no
Packaged: 2026-10-05 09:33:16 UTC; root
Author: Oskar Kosch [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-2697-1393>)
Maintainer: Oskar Kosch <contact@oskarkosch.com>