Boosting Algorithm to Handle Unbalanced Classification of PM 2.5 Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM

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Published inIEEE access Vol. 11; pp. 35680 - 35696
Main Authors Toharudin, Toni, Caraka, Rezzy Eko, Pratiwi, Indah Reski, Kim, Yunho, Gio, Prana Ugiana, Sakti, Anjar Dimara, Noh, Maengseok, Nugraha, Farid Azhar Lutfi, Pontoh, Resa Septiani, Putri, Tafia Hasna, Azzahra, Thalita Safa, Cerelia, Jessica Jesslyn, Darmawan, Gumgum, Pardamean, Bens
Format Journal Article
LanguageEnglish
Published 2023
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Author Pontoh, Resa Septiani
Sakti, Anjar Dimara
Noh, Maengseok
Nugraha, Farid Azhar Lutfi
Cerelia, Jessica Jesslyn
Pardamean, Bens
Gio, Prana Ugiana
Azzahra, Thalita Safa
Caraka, Rezzy Eko
Pratiwi, Indah Reski
Kim, Yunho
Putri, Tafia Hasna
Toharudin, Toni
Darmawan, Gumgum
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Title Boosting Algorithm to Handle Unbalanced Classification of PM 2.5 Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM
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