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:
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')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:3639d59be4. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 172 | ||
| source / vignettes | OK | 190 | ||
| linux-release-x86_64 | OK | 171 | ||
| macos-release-arm64 | OK | 130 | ||
| macos-oldrel-arm64 | OK | 145 | ||
| windows-devel | OK | 128 | ||
| windows-release | OK | 118 | ||
| windows-oldrel | OK | 123 | ||
| wasm-release | OK | 124 |
Exports:WaveletGBM
Dependencies:caretcaretForecastclasscliclockcodetoolscolorspacecpp11curldata.tablediagramdigestdplyre1071farverforeachforecastfracdifffuturefuture.applygbmgenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMASSMatrixMetricsModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogquantmodR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetseriesTTRtzdburcautf8vctrsviridisLitewaveletswithrxtszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Wavelet Based Gradient Boosting Method | WaveletGBM |
