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-any)WaveletGBM_0.1.0.zip(r-4.6-any)WaveletGBM_0.1.0.zip(r-4.5-any)
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✨
DESCRIPTION
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 253 downloads 1 exports 91 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK182
source / vignettesOK210
linux-releaseOK170
macos-releaseOK160
macos-oldrelOK130
windows-develOK147
windows-releaseOK110
windows-oldrelOK118
wasm-releaseOK112

Exports:WaveletGBM

Dependencies:caretcaretForecastclasscliclockcodetoolscolorspacecpp11curldata.tablediagramdigestdplyre1071farverforeachforecastfracdifffuturefuture.applygbmgenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMASSMatrixMetricsModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogquantmodR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetseriesTTRtzdburcautf8vctrsviridisLitewaveletswithrxtszoo