Concepedia

Would it be better for partition prediction of heavy metal concentration in soils based on the fusion of XRF and Vis-NIR data?

Taoran Shi, Zhaocong Fu, Xuhua Miao, Fenfang Lin, Jianyuan Ma, Shouyuan Gu, Li Li, Chunfa Wu, Yongming Luo

The Science of The Total Environment · 2023 · 15 citations · 47 references

DOI

Concepts

References

47

Random Forests

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

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

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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

, , +15

Random Forest:  A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik, Andy Liaw, Christopher Tong et al. · Journal of Chemical Information and Computer Sciences · 2003 · 3.6K citations

, , +16

Using data mining to model and interpret soil diffuse reflectance spectra

Raphael A. Viscarra Rossel, Thorsten Behrens · Geoderma · 2010 · 1.2K citations

, , +14