Concepedia

Estimating total organic carbon of potential source rocks in the Espírito Santo Basin, SE Brazil, using XGBoost

Fellippe Roberto Alves Bione, Igor M. Venâncio, Thiago Pereira dos Santos, Andre L. Belem, Bernardo Rolim Rangel, Igor Viegas Alves Fernandes de Souza, André Luiz Durante Spigolon, Ana Luíza Spadano Albuquerque

Marine and Petroleum Geology · 2024 · 26 citations · 48 references

DOI

Concepts

References

48

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

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Greedy function approximation: A gradient boosting machine.

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

, , +17

Generalized autoregressive conditional heteroskedasticity

Tim Bollerslev · Journal of Econometrics · 1986 · 22.3K citations · Full text

, , +11

XGBoost: A Scalable Tree Boosting System

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

, , +16

Missing value estimation methods for DNA microarrays

Olga G. Troyanskaya, Michael Cantor, Gavin Sherlock et al. · Bioinformatics · 2001 · 4.3K citations · Full text

, , +15