CRAN/E | WaveletKNN

WaveletKNN

Wavelet Based K-Nearest Neighbor Model

Installation

About

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.

Key Metrics

Version 0.1.0
Published 2023-04-05 359 days ago
Needs compilation? no
License GPL-3
CRAN checks WaveletKNN results

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Maintainer

Maintainer

Dr. Md Yeasin

yeasin.iasri@gmail.com

Authors

Dr. Ranjit Kumar Paul

aut

Dr. Md Yeasin

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Imports

caret
dplyr
caretForecast
Metrics
tseries
stats
wavelets