Package: WaveletGBM 0.1.0

WaveletGBM: Wavelet Based Gradient Boosting Method

Wavelet decomposition method is very useful for modelling noisy time series data. Wavelet decomposition using 'haar' algorithm has been implemented to developed hybrid Wavelet GBM (Gradient Boosting Method) model for time series forecasting using algorithm by Anjoy and Paul (2017) <doi:10.1007/s00521-017-3289-9>.

Authors:Dr. Ranjit Kumar Paul [aut, cre], Dr. Md Yeasin [aut]

WaveletGBM_0.1.0.tar.gz
WaveletGBM_0.1.0.zip(r-4.7)WaveletGBM_0.1.0.zip(r-4.6)WaveletGBM_0.1.0.zip(r-4.5)
WaveletGBM_0.1.0.tgz(r-4.6-any)WaveletGBM_0.1.0.tgz(r-4.5-any)
WaveletGBM_0.1.0.tar.gz(r-4.7-any)WaveletGBM_0.1.0.tar.gz(r-4.6-any)
WaveletGBM_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
WaveletGBM/json (API)

# Install 'WaveletGBM' in R:
install.packages('WaveletGBM', repos = c('https://ranjitstat.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 171 downloads 1 exports 91 dependencies

Last updated from:3639d59be4. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK172
source / vignettesOK190
linux-release-x86_64OK171
macos-release-arm64OK130
macos-oldrel-arm64OK145
windows-develOK128
windows-releaseOK118
windows-oldrelOK123
wasm-releaseOK124

Exports:WaveletGBM

Dependencies:caretcaretForecastclasscliclockcodetoolscolorspacecpp11curldata.tablediagramdigestdplyre1071farverforeachforecastfracdifffuturefuture.applygbmgenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMASSMatrixMetricsModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogquantmodR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetseriesTTRtzdburcautf8vctrsviridisLitewaveletswithrxtszoo