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WaveletKNN (version 0.1.0)

Wavelet Based K-Nearest Neighbor Model

Description

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) .

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Version

Install

install.packages('WaveletKNN')

Monthly Downloads

125

Version

0.1.0

License

GPL-3

Maintainer

Md Yeasin

Last Published

April 5th, 2023

Functions in WaveletKNN (0.1.0)

WaveletKNN

Wavelet Based K-Nearest Neighbor Model