WaveletRF

Wavelet-RF Hybrid Model for Time Series Forecasting

CRAN Package

The Wavelet Decomposition followed by Random Forest Regression (RF) models have been applied for time series forecasting. The maximum overlap discrete wavelet transform (MODWT) algorithm was chosen as it works for any length of the series. The series is first divided into training and testing sets. In each of the wavelet decomposed series, the supervised machine learning approach namely random forest was employed to train the model. This package also provides accuracy metrics in the form of Root Mean Square Error (RMSE) and Mean Absolute Prediction Error (MAPE). This package is based on the algorithm of Ding et al. (2021) doi:10.1007/s11356-020-12298-3.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release02/22/2022

Team


Insights

Last 30 days

This package has been downloaded 118 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 2 times.

Sun
Mon
Tue
Wed
Thu
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Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
9 downloadsMar 4, 2025
8 downloadsMar 5, 2025
2 downloadsMar 6, 2025
2 downloadsMar 7, 2025
3 downloadsMar 8, 2025
2 downloadsMar 9, 2025
2 downloadsMar 10, 2025
5 downloadsMar 11, 2025
4 downloadsMar 12, 2025
5 downloadsMar 13, 2025
2 downloadsMar 14, 2025
3 downloadsMar 15, 2025
2 downloadsMar 16, 2025
1 downloadsMar 17, 2025
9 downloadsMar 18, 2025
4 downloadsMar 19, 2025
8 downloadsMar 20, 2025
7 downloadsMar 21, 2025
4 downloadsMar 22, 2025
1 downloadsMar 23, 2025
8 downloadsMar 24, 2025
3 downloadsMar 25, 2025
2 downloadsMar 26, 2025
2 downloadsMar 27, 2025
5 downloadsMar 28, 2025
7 downloadsMar 29, 2025
1 downloadsMar 30, 2025
1 downloadsMar 31, 2025
4 downloadsApr 1, 2025
2 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,888 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 27 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports5 packages