Concepedia

Machine learning model to accurately estimate the planetary boundary layer height of Beijing urban area with ERA5 data

Kecheng Peng, Xiaoqian Zhu, Xiaoyuan Wang, Xiaoqun Cao, Yongjing Ma, Xinbing Ren, Dandan Zhao, Junji Cao, Zifa Wang

Atmospheric Research · 2023 · 22 citations · 57 references

Concepts

Natural SciencesComputer ScienceEarth SciencesAtmospheric ScienceBoundary Layer MeteorologyMachine LearningAtmospheric Boundary LayerAtmospheric Surface LayerBoundary-layer StructureLand Surface ModelingPlanetary Boundary LayerUrban HydrometeorologyPlanetary Boundary Layer ParameterizationUrban Boundary Layer ModelingUrban Boundary Layer ProcessesUrban Boundary-layer StructureUrban Land Surface Modeling

References

57

Random Forests

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

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

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

Computing, Computer Science, Data Science +17

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.9K citations

Computing, Computer Science, Data Science +14

An Introduction to Variable and Feature Selection.

2003 · 6.6K citations

Computing, Computer Science, Data Science +16