Package: ssel
Type: Package
Title: Semi-Supervised Ensemble Learning
Version: 0.3.1
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/
RoxygenNote: 7.3.2
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: 8.0.0
NeedsCompilation: no
Packaged: 2026-07-19 22:10:50 UTC; averrik
Author: Alejandro Verri Kozlowski [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-8535-1170>)
Maintainer: Alejandro Verri Kozlowski <averri@fi.uba.ar>
Repository: CRAN
Date/Publication: 2026-07-28 16:50:02 UTC
Built: R 4.7.0; ; 2026-07-28 23:51:11 UTC; windows
