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cff-version: 1.2.0
message: 'To cite package "daltoolbox" in publications use:'
type: software
license: MIT
title: 'daltoolbox: Leveraging Experiment Lines to Data Analytics'
version: 1.1.727
doi: 10.32614/CRAN.package.daltoolbox
abstract: 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) <https://doi.org/10.1007/978-3-642-02279-1_20>.
authors:
- family-names: Ogasawara
  given-names: Eduardo
  email: eogasawara@ieee.org
  orcid: https://orcid.org/0000-0002-0466-0626
- family-names: Castro
  given-names: Antonio
  email: antonio.castro@eic.cefet-rj.br
- family-names: Borges
  given-names: Heraldo
  email: heraldo.borges@cefet-rj.br
- family-names: Lima
  given-names: Janio
  email: janio.lima@eic.cefet-rj.br
- family-names: Tavares
  given-names: Lucas
  email: lucas.tavares@eic.cefet-rj.br
- family-names: Carvalho
  given-names: Diego
  email: d.carvalho@ieee.org
- family-names: Bezerra
  given-names: Eduardo
  email: ebezerra@cefet-rj.br
- family-names: Santos
  given-names: Joel
  email: joel.santos@cefet-rj.br
- family-names: Coutinho
  given-names: Rafaelli
  email: rafaelli.coutinho@cefet-rj.br
repository: https://CRAN.R-project.org/package=daltoolbox
repository-code: https://github.com/cefet-rj-dal/daltoolbox
url: https://github.com/cefet-rj-dal/daltoolbox
date-released: '2024-11-25'
contact:
- family-names: Ogasawara
  given-names: Eduardo
  email: eogasawara@ieee.org
  orcid: https://orcid.org/0000-0002-0466-0626