Concepedia

Integrated machine learning reveals aquatic biological integrity patterns in semi-arid watersheds

Lina Li, Rui Xia, Ming Dou, Kai Zhang, Yan Chen, Ruining Jia, Xiaoxuan Li, Jinghui Dou, Li Xiang, Qiang Hu,

Journal of Environmental Management · 2024 · 24 citations · 59 references

DOI

Concepts

References

59

Random Forests

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

XGBoost

2016 · 48.6K citations · Full text

, , +15

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

Unmasking Clever Hans predictors and assessing what machines really learn

Nature Communications · 2019 · 991 citations · Full text

, , +10

Influences of the land use pattern on water quality in low-order streams of the Dongjiang River basin, China: A multi-scale analysis

Jiao Ding, Yuan Jiang, Qi Liu et al. · The Science of The Total Environment · 2016 · 428 citations

, , +17