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CRAN: Package VMDML

VMDML: Variational Mode Decomposition Based Machine Learning Models

Application of Variational Mode Decomposition based different Machine Learning models for univariate time series forecasting. For method details see (i) K. Dragomiretskiy and D. Zosso (2014) <doi:10.1109/TSP.2013.2288675>; (ii) Pankaj Das (2020) <http://krishi.icar.gov.in/jspui/handle/123456789/44138>.

Version: 0.1.1 Imports: VMDecomp, forecast, e1071, randomForest, nnfor Suggests: knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2023-08-27 DOI: 10.32614/CRAN.package.VMDML Author: Pankaj Das [aut, cre], Girish Kumar Jha [aut], Tauqueer Ahmad [aut], Achal Lama [aut], Lampros Mouselimis [cph] Maintainer: Pankaj Das <pankaj.das2 at icar.gov.in> License: MIT + file LICENSE NeedsCompilation: no CRAN checks: VMDML results Documentation: Downloads: Linking:

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