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Please use this identifier to cite or link to this item:
http://krishi.icar.gov.in/jspui/handle/123456789/44897| Title: | Package 'EMDANNhybrid': Ensemble Machine Learning Hybrid Model |
| Other Titles: | Not Available |
| Authors: | Pankaj Das Achal Lama Girish Kumar Jha |
| ICAR Data Use Licennce: | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf |
| Author's Affiliated institute: | ICAR::Indian Agricultural Statistics Research Institute ICAR::Indian Agricultural Research Institute |
| Published/ Complete Date: | 2021-01-14 |
| Project Code: | Not Available |
| Keywords: | EMD ANN Machine learning |
| Publisher: | CRAN |
| Citation: | Not Available |
| Series/Report no.: | Not Available; |
| Abstract/Description: | The researchers can use this package to fit Empirical Mode Decomposition and Artificial Neural Network based hybrid model for nonlinear and non stationary time series data. It will also provide you with accuracy measures along with an option to select the proportion of training and testing data sets.User can get to choose appropriate lag with tuning parameter like maximum iterations for training the neural model |
| Description: | Not Available |
| ISSN: | Not Available |
| Type(s) of content: | Software Code or Macro |
| Sponsors: | Not Available |
| Language: | English |
| Name of Journal: | Not Available |
| NAAS Rating: | Not Available |
| Volume No.: | Not Available |
| Page Number: | Not Available |
| Name of the Division/Regional Station: | Not Available |
| Source, DOI or any other URL: | https://CRAN.R-project.org/package=EMDANNhybrid |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/44897 |
| Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| EMDANNhybrid.pdf | 79.46 kB | Adobe PDF | View/Open |
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