Concepedia

Application of machine learning to large hail prediction - The importance of radar reflectivity, lightning occurrence and convective parameters derived from ERA5

Bartosz Czernecki, Mateusz Taszarek, Michał Marosz, Marek Półrolniczak, Leszek Kolendowicz, Andrzej Wyszogrodzki, Jan Szturc

Atmospheric Research · 2019 · 103 citations · 82 references

References

82

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

The ERA‐Interim reanalysis: configuration and performance of the data assimilation system

Dick Dee, S. Uppala, A. J. Simmons et al. · Quarterly Journal of the Royal Meteorological Society · 2011 · 26.4K citations

Natural Sciences, Earth Sciences, Meteorology +13

Building Predictive Models in <i>R</i> Using the <b>caret</b> Package

Max Kühn · Journal of Statistical Software · 2008 · 9.3K citations · Full text

Computing, Data Science, Computational Chemistry +15

Statistical Methods in the Atmospheric Sciences

Philip H. Ramsey, Daniel S. Wilks · Technometrics · 1996 · 7.7K citations

Natural Sciences, Earth Sciences, Meteorology +9

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

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

Computing, Computer Science, Data Science +13