Concepedia

Prediction of hydrogen solubility in aqueous solution using modified mixed effects random forest based on particle swarm optimization for underground hydrogen storage

Grant Charles Mwakipunda, Norga Alloyce Komba, Allou Koffi Franck Kouassi, Edwin Twum Ayimadu, Melckzedeck Michael Mgimba, Mbega Ramadhani Ngata, Long Yu

International Journal of Hydrogen Energy · 2024 · 30 citations · 106 references

DOI

Concepts

References

106

Random Forests

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

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

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On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

, , +17

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

, , +12

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

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