Other packages > Find by keyword >

WaveletSVR  

Wavelet-SVR Hybrid Model for Time Series Forecasting
View on CRAN: Click here


Download and install WaveletSVR package within the R console
Install from CRAN:
install.packages("WaveletSVR")

Install from Github:
library("remotes")
install_github("cran/WaveletSVR")

Install by package version:
library("remotes")
install_version("WaveletSVR", "0.1.0")



Attach the package and use:
library("WaveletSVR")
Maintained by
Ranjit Kumar Paul
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-06
Latest Update: 2022-01-06
Description:
The main aim of this package is to combine the advantage of wavelet and support vector machine models for time series forecasting. This package also gives the accuracy measurements in terms of RMSE and MAPE. This package fits the hybrid Wavelet SVR model for time series forecasting The main aim of this package is to combine the advantage of wavelet and Support Vector Regression (SVR) models for time series forecasting. This package also gives the accuracy measurements in terms of Root Mean Square Error (RMSE) and Mean Absolute Prediction Error (MAPE). This package is based on the algorithm of Raimundo and Okamoto (2018) <doi:10.1109/INFOCT.2018.8356851>.
How to cite:
Ranjit Kumar Paul (2022). WaveletSVR: Wavelet-SVR Hybrid Model for Time Series Forecasting. R package version 0.1.0, https://cran.r-project.org/web/packages/WaveletSVR. Accessed 25 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited WaveletSVR R package
View WaveletSVR citation profile
Other R packages that WaveletSVR depends, imports, suggests or enhances
Complete documentation for WaveletSVR
Functions, R codes and Examples using the WaveletSVR R package
Some associated functions: WaveletFitting . WaveletFittingsvr . 
Some associated R codes: WaveletSVR.R .  Full WaveletSVR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA