Package: ssel
Type: Package
Title: Semi-Supervised Ensemble Learning
Version: 0.4.0
Authors@R: 
    person("Alejandro", "Verri Kozlowski", , "averri@fi.uba.ar",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0002-8535-1170"))
Description: Weighted-ensemble regression over base learners supported
        by 'caret' (Kuhn (2008) <doi:10.18637/jss.v028.i05>), with
        cross-validated hyperparameter selection, out-of-fold
        diagnostics, and signed residual- offset estimates.
        Multi-response problems use iterative input-space expansion
        related to Spyromitros-Xioufis et al. (2016)
        <doi:10.1007/s10994-016-5546-z>, with Jacobi or 'Gauss-Seidel'
        sweeps, package-defined companion gates and per-response
        iteration stitching. A package-defined pseudo-label stage
        promotes prediction rows by a cross-model and cross-dataset
        range ratio and accepts rounds with an out-of-fold
        squared-correlation gauge.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
URL: https://averriK.github.io/ssel/
Depends: R (>= 4.1.0)
Imports: caret, crayon, data.table, dbscan, digest, doParallel, earth,
        foreach, gbm, jsonlite, ranger, stats, utils
Suggests: devtools, htmlwidgets, knitr, pak, pkgdown, rcmdcheck,
        rmarkdown, roxygen2, rhub, testthat (>= 3.0.0), webshot2
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
NeedsCompilation: no
Packaged: 2026-09-23 11:54:21 UTC; root
Author: Alejandro Verri Kozlowski [aut, cre, cph] (ORCID:
        <https://orcid.org/0000-0002-8535-1170>)
Maintainer: Alejandro Verri Kozlowski <averri@fi.uba.ar>
Config/pak/sysreqs: libicu-dev
Repository: https://averrik.r-universe.dev
Date/Publication: 2026-08-24 18:50:02 UTC
RemoteUrl: https://github.com/cran/ssel
RemoteRef: HEAD
RemoteSha: 608eaa5286c0914df22a106669bca70cfd631b2b