Package: sense
Type: Package
Title: Automatic Stacked Ensemble for Regression Tasks
Version: 1.2.0
Authors@R: person(
    given = "Giancarlo",
    family = "Vercellino",
    email = "giancarlo.vercellino@gmail.com",
    role = c("aut", "cre")
    )
Description: Stacked ensembles for regression tasks using the 'mlr3'
        framework, internal preprocessing and out-of-fold stacking, and
        hyperparameter tuning using grid or random search. Supports
        numeric and categorical predictors.
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.1)
Imports: mlr3 (>= 0.12.0), mlr3learners (>= 0.5.0), paradox (>= 1.0.0),
        mlr3tuning (>= 0.8.0), bbotk (>= 0.3.2), data.table (>=
        1.14.0), R6, stats, graphics, utils
Suggests: testthat (>= 3.0.0), mlr3filters (>= 0.4.2), knitr, xgboost
        (>= 1.4.1.1), rpart (>= 4.1-15), ranger (>= 0.13.1), kknn (>=
        1.3.1), glmnet (>= 4.1-2), e1071 (>= 1.7-8), FSelectorRcpp (>=
        0.3.8), care (>= 1.1.10), praznik (>= 8.0.0), lme4 (>=
        1.1-27.1)
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://mlr3.mlr-org.com/
Config/roxygen2/version: 8.1.0
RoxygenNote: 7.3.3
NeedsCompilation: no
Packaged: 2026-10-08 10:48:29 UTC; root
Author: Giancarlo Vercellino [aut, cre]
Maintainer: Giancarlo Vercellino <giancarlo.vercellino@gmail.com>
Config/pak/sysreqs: make
Repository: https://pigian.r-universe.dev
Date/Publication: 2026-09-08 09:51:24 UTC
RemoteUrl: https://github.com/cran/sense
RemoteRef: HEAD
RemoteSha: b78a3ad6e19ece1ca0b2d85e23f214e5b76a6f56