Other packages > Find by keyword >

WaveletML  

Wavelet Decomposition Based Hybrid Machine Learning Models
View on CRAN: Click here


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

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

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



Attach the package and use:
library("WaveletML")
Maintained by
Mr. Sandip Garai
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-05
Latest Update: 2023-04-05
Description:
Wavelet decomposes a series into multiple sub series called detailed and smooth components which helps to capture volatility at multi resolution level by various models. Two hybrid Machine Learning (ML) models (Artificial Neural Network and Support Vector Regression have been used) have been developed in combination with stochastic models, feature selection, and optimization algorithms for prediction of the data. The algorithms have been developed following Paul and Garai (2021)<doi:10.1007/s00500-021-06087-4>.
How to cite:
Mr. Sandip Garai (2023). WaveletML: Wavelet Decomposition Based Hybrid Machine Learning Models. R package version 0.1.0, https://cran.r-project.org/web/packages/WaveletML. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited WaveletML R package
View WaveletML citation profile
Other R packages that WaveletML depends, imports, suggests or enhances
Complete documentation for WaveletML
Functions, R codes and Examples using the WaveletML R package
Full WaveletML package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
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  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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