Data-driven insights for enhanced cellulose conversion to 5-hydroxymethylfurfural using machine learning

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

Natural Sciences, Environmental Sciences, Geography +15

CatBoost for big data: an interdisciplinary review

John Hancock, Taghi M. Khoshgoftaar · Journal Of Big Data · 2020 · 1.7K citations · Full text

Computing, Computer Science, Big Data Analytics +13

The Correlation Coefficient: An Overview

Agustín G. Asuero, Ana Sayago, Antonio G. González · Critical Reviews in Analytical Chemistry · 2006 · 1.5K citations

Natural Sciences, Biostatistics, Chemistry +10

Natural resource scarcity, fossil fuel energy consumption, and total greenhouse gas emissions in top emitting countries

Jiannan Wang, Waseem Azam · Geoscience Frontiers · 2023 · 1.2K citations · Full text

Agriculture, Environmental Policy, Natural Resource Policy +15