Ranking of ML algorithms.

<div><p>Providing electricity needs from renewable energy sources is an important issue in the energy policies of countries. Especially changes in energy usage rates make it necessary to use renewable energy resources to be sustainable. The electricity usage rate must be estimated accura...

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Bibliographic Details
Main Author:	Yasemin Ayaz Atalan (21989402) (author)
Other Authors:	Hasan Şahin (5984618) (author), Abdulkadir Keskin (16986888) (author), Abdulkadir Atalan (21989405) (author)
Published:	2025
Subjects:	Ecology Science Policy Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified obtaining forecast data meet türkiye ’ mean squared error makes significant contributions make reliable decisions known machine learning acceptable prediction accuracy electricity usage needed test data set proposed forecasting models develop appropriate policies rkiye </ p div >< p providing electricity needs renewable energy sources renewable energy production highest error values 2 </ sup important strategic goal sustainable electricity supply electricity needs renewable energy energy policies strategic forecasting test dataset important issue still provides random forest oil resources oil factors gradient boosting estimated accurately especially changes environmental sustainability environmental parameters accurately estimate ab ), 371 %) 15 variables 10 %. 063 ), &# 252
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Ranking of ML algorithms.

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