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• An algorithm for selecting a machine learning method for predicting nitrous oxide emissions in municipal wastewater treatment plants

  Publikacja

  • B. Szeląg
  • E. Zaborowska
  • J. Mąkinia

  - Journal of Water Process Engineering - Rok 2023

  This study presents an advanced algorithm for selecting machine learning (ML) models for nitrous oxide (N2O) emission prediction in wastewater treatment plants (WWTPs) employing the activated sludge process. The examined ML models comprised multivariate adaptive regression spline (MARS), support vector machines (SVM), and extreme gradient boosting (XGboost). The study explores the concept that involves new criteria to select the...

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