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http://krishi.icar.gov.in/jspui/handle/123456789/84435Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Ranjit Kumar Paul | en_US |
| dc.contributor.author | Md. Yeasin | en_US |
| dc.contributor.author | H S Roy | en_US |
| dc.contributor.author | Prakash Kumar | en_US |
| dc.contributor.author | A K Paul | en_US |
| dc.date.accessioned | 2025-01-13T09:18:17Z | - |
| dc.date.available | 2025-01-13T09:18:17Z | - |
| dc.date.issued | 2023-08-01 | - |
| dc.identifier.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 | en_US |
| dc.identifier.issn | Not Available | - |
| dc.identifier.uri | http://krishi.icar.gov.in/jspui/handle/123456789/84435 | - |
| dc.description | Not Available | en_US |
| dc.description.abstract | 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. | en_US |
| dc.description.sponsorship | Not Available | en_US |
| dc.language.iso | English | en_US |
| dc.publisher | Vigyan Varta an International E-Magazine for Science Enthusiasts | en_US |
| dc.relation.ispartofseries | Not Available; | - |
| dc.subject | Artificial neural network, Machine Learning, Crop yield, Prediction | en_US |
| dc.title | Machine Learning Technique for Forecasting Yield of Crop | en_US |
| dc.title.alternative | Not Available | en_US |
| dc.type | Article | en_US |
| dc.publication.projectcode | Not Available | en_US |
| dc.publication.journalname | Vigyan Varta | en_US |
| dc.publication.volumeno | 4(8) | en_US |
| dc.publication.pagenumber | Not Available | en_US |
| dc.publication.divisionUnit | Statistical Genetics | en_US |
| dc.publication.sourceUrl | Not Available | en_US |
| dc.publication.authorAffiliation | ICAR::Indian Agricultural Statistics Research Institute | en_US |
| dc.ICARdataUseLicence | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf | en_US |
| dc.publication.journaltype | Not Available | en_US |
| dc.publication.naasrating | Not Available | en_US |
| dc.publication.impactfactor | Not Available | en_US |
| 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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