Package: rminer
Version: 1.5.0
Title: Machine Learning Classification and Regression Methods
Date: 2025-10-23
Authors@R: c(person("Paulo", "Cortez",role=c("aut","cre"),email="pcortez@dsi.uminho.pt"))
Author: Paulo Cortez [aut, cre]
Maintainer: Paulo Cortez <pcortez@dsi.uminho.pt>
Description: Facilitates the use of machine learning algorithms in
        classification and regression (including time series
        forecasting) tasks by presenting a short and coherent set of
        functions. Versions: 1.5.0 improved mparheuristic function (new
        hyperparameter heuristics); 1.4.9 / 1.4.8 improved help,
        several warning and error code fixes (more stable version, all
        examples run correctly); 1.4.7 - improved Importance function
        and examples, minor error fixes; 1.4.6 / 1.4.5 / 1.4.4 new
        automated machine learning (AutoML) and ensembles, via improved
        fit(), mining() and mparheuristic() functions, and new
        categorical preprocessing, via improved delevels() function;
        1.4.3 new metrics (e.g., macro precision, explained variance),
        new "lssvm" model and improved mparheuristic() function; 1.4.2
        new "NMAE" metric, "xgboost" and "cv.glmnet" models (16
        classification and 18 regression models); 1.4.1 new tutorial
        and more robust version; 1.4 - new classification and
        regression models, with a total of 14 classification and 15
        regression methods, including: Decision Trees, Neural Networks,
        Support Vector Machines, Random Forests, Bagging and Boosting;
        1.3 and 1.3.1 - new classification and regression metrics; 1.2
        - new input importance methods via improved Importance()
        function; 1.0 - first version.
Imports: methods, plotrix, lattice, nnet, kknn, pls, MASS, mda, rpart,
        randomForest, adabag, party, Cubist, kernlab, e1071, glmnet,
        xgboost
LazyLoad: Yes
License: GPL-2
URL: https://cran.r-project.org/package=rminer
NeedsCompilation: no
Packaged: 2026-10-17 09:22:42 UTC; root
Config/pak/sysreqs: libglpk-dev make libicu-dev libxml2-dev
Repository: https://paulocortez4.r-universe.dev
Date/Publication: 2025-10-23 11:40:02 UTC
RemoteUrl: https://github.com/cran/rminer
RemoteRef: HEAD
RemoteSha: 9ba96300dc2d1f81f89b5e5ae0f1526881900ac1