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http://krishi.icar.gov.in/jspui/handle/123456789/84435| Title: | Machine Learning Technique for Forecasting Yield of Crop |
| Other Titles: | Not Available |
| Authors: | Ranjit Kumar Paul Md. Yeasin H S Roy Prakash Kumar A K Paul |
| 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 |
| Published/ Complete Date: | 2023-08-01 |
| Project Code: | Not Available |
| Keywords: | Artificial neural network, Machine Learning, Crop yield, Prediction |
| Publisher: | Vigyan Varta an International E-Magazine for Science Enthusiasts |
| Citation: | Paul, R. K., Yeasin, Md., Roy, H. S., Kumar, P. and Paul, A. K. 2023. Machine Learning Technique for Forecasting Yield of Crop. Vigyan Varta 4(8): 233-235 |
| Series/Report no.: | Not Available; |
| Abstract/Description: | The nonparametric, data driven machine learning technique such as artificial neural network (ANN) has been very successful in capturing the nonlinear pattern present in a data. For predicting the yield data of any agricultural crop, this technique can be used provided one has sufficient observations in hand to train the model. For predicting yield of Rapeseed and Mustard, ANN has been applied and found to be efficient. |
| Description: | Not Available |
| ISSN: | Not Available |
| Type(s) of content: | Article |
| Sponsors: | Not Available |
| Language: | English |
| Name of Journal: | Vigyan Varta |
| Journal Type: | Not Available |
| NAAS Rating: | Not Available |
| Impact Factor: | Not Available |
| Volume No.: | 4(8) |
| Page Number: | Not Available |
| Name of the Division/Regional Station: | Statistical Genetics |
| Source, DOI or any other URL: | Not Available |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/84435 |
| Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Paul et al VigyanVarta 2023.pdf | 353.25 kB | Adobe PDF | View/Open |
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