Concepedia

Spectroscopy based novel spectral indices, PCA- and PLSR-coupled machine learning models for salinity stress phenotyping of rice

Bappa Das, K. K. Manohara, Gopal Ramdas Mahajan, Rabi Narayan Sahoo

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2019 · 89 citations · 36 references

DOI

Concepts

References

36

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K 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

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Soil Chemical Analysis

L J Hardin · Journal of AOAC INTERNATIONAL · 1958 · 6K citations · Full text

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Using data mining to model and interpret soil diffuse reflectance spectra

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

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Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

Abdul Mounem Mouazen, Boyu Kuang, Josse De Baerdemaeker et al. · Geoderma · 2010 · 428 citations

, , +13