R Observatory: Metrics for EMDSVRhybrid version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

EMDSVRhybrid

0.2.0Package record

Empirical Mode Decomposition Based Support Vector Regression Model

0packages depend

2.4Kdownloads / year

100.0%test coverage

13/13flavors OK

Overview

About

Maintained by Pankaj DasCRAN page ↗

Description: Application of empirical mode decomposition based support vector regression model for nonlinear and non stationary univariate time series forecasting. For method details see (i) Choudhury (2019) http://krishi.icar.gov.in/jspui/handle/123456789/44873; (ii) Das (2020) http://krishi.icar.gov.in/jspui/handle/123456789/43174; (iii) Das (2023) http://krishi.icar.gov.in/jspui/handle/123456789/77772.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("EMDSVRhybrid", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-emdsvrhybrid

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-EMDSVRhybrid

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-EMDSVRhybrid

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMENoVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 1
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 100%

Vignettes (1)

EMD based SVR model HTML

How these are measured

Downloads

2.4K

CRAN downloads in the past year

Rank #19,103 · ~7/day · ~201/mo

Releases R versions

Daily download trend is not available in this view yet.

27030 days

68790 days

2.4K1 year

Compare downloads with other packages →

Also on106 r2u7 autocran

How downloads are counted

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing EMDSVRhybrid adds 11 packages (9 with compiled code, 13 MB of source tarballs). Heaviest: fields 3.9 MB, spam 3.1 MB, maps 2.2 MB.

Depends (2)

EMD e1071

Imports (0)

none

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Pankaj Das

Author, Maintainer since 0.1.0 (2021)

Girish Kumar Jha

Author · added in 0.2.0

Achal Lama

Author

Listed in earlier versions (1)

Girish Jha

no longer listed · 0.1.0

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.2.0Latest
record
2023-10-11 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.0
record
2021-01-09
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-09
Total releases: 2 / 5 yrs
License: GPL-3 OSI
Download size: 12 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("EMDSVRhybrid")

Format

Das, P., Kumar Jha, G., & Lama, A. (2023). EMDSVRhybrid: Empirical Mode Decomposition Based Support Vector Regression Model (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.EMDSVRhybrid

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for EMDSVRhybrid version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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