Package: WaveletKNN 0.1.0
WaveletKNN: Wavelet Based K-Nearest Neighbor Model
The employment of the Wavelet decomposition technique proves to be highly advantageous in the modelling of noisy time series data. Wavelet decomposition technique using the "haar" algorithm has been incorporated to formulate a hybrid Wavelet KNN (K-Nearest Neighbour) model for time series forecasting, as proposed by Anjoy and Paul (2017) <doi:10.1007/s00521-017-3289-9>.
Authors:
WaveletKNN_0.1.0.tar.gz
WaveletKNN_0.1.0.zip(r-4.5)WaveletKNN_0.1.0.zip(r-4.4)WaveletKNN_0.1.0.zip(r-4.3)
WaveletKNN_0.1.0.tgz(r-4.4-any)WaveletKNN_0.1.0.tgz(r-4.3-any)
WaveletKNN_0.1.0.tar.gz(r-4.5-noble)WaveletKNN_0.1.0.tar.gz(r-4.4-noble)
WaveletKNN_0.1.0.tgz(r-4.4-emscripten)WaveletKNN_0.1.0.tgz(r-4.3-emscripten)
WaveletKNN.pdf |WaveletKNN.html✨
WaveletKNN/json (API)
# Install 'WaveletKNN' in R: |
install.packages('WaveletKNN', repos = c('https://yeasinstat.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 2 years agofrom:713da2de2a. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 27 2024 |
R-4.5-win | OK | Oct 27 2024 |
R-4.5-linux | OK | Oct 27 2024 |
R-4.4-win | OK | Oct 27 2024 |
R-4.4-mac | OK | Oct 27 2024 |
R-4.3-win | OK | Oct 27 2024 |
R-4.3-mac | OK | Oct 27 2024 |
Exports:WaveletKNN
Dependencies:caretcaretForecastclasscliclockcodetoolscolorspacecpp11curldata.tablediagramdigestdplyre1071fansifarverforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMASSMatrixMetricsmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrquadprogquantmodR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetseriesTTRtzdburcautf8vctrsviridisLitewaveletswithrxtszoo
Readme and manuals
Help Manual
Help page | Topics |
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Wavelet Based K-Nearest Neighbor Model | WaveletKNN |