30 Kasım 2022 Kitap bölümü Açık Erişim

Okan Mert KATIPOĞLU

Citation Style Language JSON

{
  "ISBN": "978-625-430-558-0", 
  "URL": "https://aperta.ulakbim.gov.tr/record/262879", 
  "abstract": "<p>This study aims to estimate the evaporation data in the &Ccedil;orum station. For this purpose, the effect of the training-test ratio on machine learning model performance was evaluated using daily evaporation data from the &Ccedil;ank\u0131r\u0131 meteorology station. Moreover, Random Forest and GBM algorithms were used to model pan evaporation. The study&rsquo;s second aim is to investigate the training test rate&rsquo;s effect on pan evaporation prediction. For this purpose, the training test rates were used as 90-10%, 80-20%, 70- 30%, 60-40%, and 50-50%.<br>\n&nbsp;</p>", 
  "author": [
    {
      "family": "Okan Mert KATIPO\u011eLU"
    }
  ], 
  "container_title": "Research & Reviews in Engineering", 
  "id": "262879", 
  "issued": {
    "date-parts": [
      [
        2022, 
        11, 
        30
      ]
    ]
  }, 
  "page": "168-178", 
  "publisher": "Gece kitapl\u0131\u011f\u0131", 
  "title": "Evaluat\u0131on Of The Effect Of Train-Test Split Rat\u0131o For The Prediction Of Daily Pan Evaporation Of \u00c7orum Province", 
  "type": "chapter"
}