Robotics & Machine Learning Daily News2024,Issue(Mar.12) :16-16.

New Data from Universitas Pasundan Illuminate Research in Machine Learning (Wate r Demand Modeling using Machine Learning Method in Bandung City,Indonesia)

Robotics & Machine Learning Daily News2024,Issue(Mar.12) :16-16.

New Data from Universitas Pasundan Illuminate Research in Machine Learning (Wate r Demand Modeling using Machine Learning Method in Bandung City,Indonesia)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-A new study on artificial intelligence is now available.According to news reporting from the Universitas Pasundan by NewsRx journalists,research stated,"This research was conducted at Bandung Cit y with the aim of building a model using machine learning methods so that it can estimated clean water demands in Bandung City,as well as knowing the external factors that are considered to affect the model." The news editors obtained a quote from the research from Universitas Pasundan:" Machine learning is a part of Artificial Intelligence (AI) discipline.The model ing is carried out using independent variables in the form of climate parameters which are rainfall,rainy days,and humidity,as well as the dependent variable in the form of drinking water needs which are represented by raw water.Data co llection is done through secondary data.The model was built by using the TPOT m odule,and produces the AdaBoost.R2 algorithm as the most optimal model,by usi ng the model algorithm,the best sub-model is produced with the most influential external factors,namely rainy days and humidity which has an MAE of 326,077.70 and a MAPE of 4.75%."

Key words

Universitas Pasundan/Cyborgs/Emerging Technologies/Machine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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