Concepedia

Degradation and polarization curve prediction of proton exchange membrane fuel cells: An interpretable model perspective

Yang Yu, Qinghua Yu, RunSen Luo, Sheng Chen, Jiebo Yang, Fuwu Yan

Applied Energy · 2024 · 47 citations · 44 references

DOIFull text

Open access

Concepts

References

44

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

, , +16

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

, , +15

Feature Selection with the<b>Boruta</b>Package

Miron B. Kursa, Witold R. Rudnicki · Journal of Statistical Software · 2010 · 5.2K citations · Full text

, , +13

Gradient boosting machines, a tutorial

Alexey Natekin, Alois Knoll · Frontiers in Neurorobotics · 2013 · 3.8K citations · Full text

, , +15