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)
RoxygenNote: 7.3.2
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Language: en-US
NeedsCompilation: no
Packaged: 2025-11-05 20:29:21 UTC; theog
Author: Oskar Kosch [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-2697-1393>)
Maintainer: Oskar Kosch <contact@oskarkosch.com>
Repository: CRAN
Date/Publication: 2025-11-05 20:40:02 UTC
Built: R 4.6.0; ; 2026-04-25 13:46:57 UTC; unix
