Package: daltoolbox
Title: Leveraging Experiment Lines to Data Analytics
Version: 1.3.747
Authors@R: 
  c(    person(given = "Eduardo", family = "Ogasawara", role = c("aut", "ths", "cre"), 
               email = "eogasawara@ieee.org", comment = c(ORCID = "0000-0002-0466-0626")),
        person(given = "Ana Carolina", family = "Sá", role = c("aut"), email = "ana.silva.17@aluno.cefet-rj.br"),
        person(given = "Antonio", family = "Castro", role = c("aut"), email = "antonio.castro@eic.cefet-rj.br"),
        person(given = "Caio", family = "Santos", role = c("aut"), email = "caio.souza.4@aluno.cefet-rj.br"),
        person(given = "Diego", family = "Carvalho", role = c("ctb"), email = "d.carvalho@ieee.org"),
        person(given = "Diego", family = "Salles", role = c("aut"), email = "diego.salles@eic.cefet-rj.br"),
        person(given = "Eduardo", family = "Bezerra", role = c("ctb"), email = "ebezerra@cefet-rj.br"),
        person(given = "Esther", family = "Pacitti", role = c("ctb"), email = "esther.pacitti@lirmm.fr"),
        person(given = "Fabio", family = "Porto", role = c("ctb"), email = "fporto@lncc.br"),
        person(given = "Janio", family = "Lima", role = c("aut"), email = "janio.lima@eic.cefet-rj.br"),
        person(given = "Lucas", family = "Tavares", role = c("aut"), email = "lucas.tavares@eic.cefet-rj.br"),
        person(given = "Rafaelli", family = "Coutinho", role = c("ctb"), email = "rafaelli.coutinho@cefet-rj.br"),
        person(given = "Rebecca", family = "Salles", role = "aut", email = "rebecca.salles@eic.cefet-rj.br"),
        person(given = "Vinicius", family = "Saidy", role = "aut", email = "vinicius.saidy@aluno.cefet-rj.br"),
        person(given = "CEFET/RJ", role = "cph")        
   )
Description: The natural increase in the complexity of current research
        experiments and data demands better tools to enhance
        productivity in Data Analytics. The package is a framework
        designed to address the modern challenges in data analytics
        workflows. The package is inspired by Experiment Line concepts.
        It aims to provide seamless support for users in developing
        their data mining workflows by offering a uniform data model
        and method API. It enables the integration of various data
        mining activities, including data preprocessing,
        classification, regression, clustering, and time series
        prediction. It also offers options for hyper-parameter tuning
        and supports integration with existing libraries and languages.
        Overall, the package provides researchers with a comprehensive
        set of functionalities for data science, promoting ease of use,
        extensibility, and integration with various tools and
        libraries. Information on Experiment Line is based on Ogasawara
        et al. (2009) <doi:10.1007/978-3-642-02279-1_20>.
License: MIT + file LICENSE
URL: https://cefet-rj-dal.github.io/daltoolbox/,
        https://github.com/cefet-rj-dal/daltoolbox
BugReports: https://github.com/cefet-rj-dal/daltoolbox/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Depends: R (>= 4.1.0)
Imports: methods, FNN, caret, arules, arulesSequences, class, cluster,
        dbscan, dplyr, e1071, ggplot2, mclust, nnet, randomForest,
        reshape, tree
Suggests: adabag, glmnet, leaps, ipred, xgboost, arulesViz, GGally,
        igraph, rpart, MASS
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: libicu-dev
Repository: https://cefet-rj-dal.r-universe.dev
Date/Publication: 2026-05-20 02:33:43 UTC
RemoteUrl: https://github.com/cefet-rj-dal/daltoolbox
RemoteRef: HEAD
RemoteSha: 9885264cfad5855c254eabfea5004da742961a47
NeedsCompilation: no
Packaged: 2026-06-19 11:31:11 UTC; root
Author: Eduardo Ogasawara [aut, ths, cre] (ORCID:
    <https://orcid.org/0000-0002-0466-0626>),
  Ana Carolina Sá [aut],
  Antonio Castro [aut],
  Caio Santos [aut],
  Diego Carvalho [ctb],
  Diego Salles [aut],
  Eduardo Bezerra [ctb],
  Esther Pacitti [ctb],
  Fabio Porto [ctb],
  Janio Lima [aut],
  Lucas Tavares [aut],
  Rafaelli Coutinho [ctb],
  Rebecca Salles [aut],
  Vinicius Saidy [aut],
  CEFET/RJ [cph]
Maintainer: Eduardo Ogasawara <eogasawara@ieee.org>