Journal article Open Access

ML Methods for Crop Yield Prediction and Estimation: An Exploration

M. Alagurajan; C. Vijayakumaran


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  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "about": [
    {
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      "@type": "CreativeWork"
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      "@id": "https://hdl.handle.net/C5775029320/2020\u00a9BEIESP", 
      "@type": "CreativeWork"
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  "description": "<p>Machine learning Has performed a essential position within the estimation of crop yield for both farmers and consumers of the products. Machine learning techniques learn from data set related to the environment on which the estimations and estimation are to be made and the outcome of the learning process are used by farmers for corrective measures for yield optimization. This paper we explore various ML techniques utilized in crop yield estimation and provide the detailed analysis of accuracy of the techniques.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Department of CSE, SRM Institute of Science and  Technology, Chennai, Tamil Nadu, India.", 
      "@type": "Person", 
      "name": "M. Alagurajan"
    }, 
    {
      "affiliation": "Associate Professor, Department CSE, SRM  Institute of Science and Technology, Chennai, Tamil Nadu, India.", 
      "@type": "Person", 
      "name": "C. Vijayakumaran"
    }
  ], 
  "headline": "ML Methods for Crop Yield Prediction and  Estimation: An Exploration", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2020-02-29", 
  "keywords": [
    "Machine Learning, Crop Yield,"
  ], 
  "url": "https://zenodo.org/record/5593844", 
  "contributor": [
    {
      "affiliation": "Publisher", 
      "@type": "Person", 
      "name": "Blue Eyes Intelligence Engineering  & Sciences Publication(BEIESP)"
    }
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  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.35940/ijeat.C5775.029320", 
  "@id": "https://doi.org/10.35940/ijeat.C5775.029320", 
  "@type": "ScholarlyArticle", 
  "name": "ML Methods for Crop Yield Prediction and  Estimation: An Exploration"
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