Concepedia

Validation strategy can result in an overoptimistic view of the ability of milk infrared spectra to predict methane emission of dairy cattle

Qiuyu Wang, Henk Bovenhuis

Journal of Dairy Science · 2019 · 74 citations · 24 references

DOIFull text

Open access

Concepts

Abstract

emission. We suggest prediction based on wavenumbers from water absorption regions as a negative control to identify potential dependence structures in the data.

References

24

Methane emissions from cattle

Kristen Johnson, Donald E. Johnson · Journal of Animal Science · 1995 · 2.7K citations

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Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

David R. Roberts, Volker Bahn, Simone Ciuti et al. · Ecography · 2016 · 2.4K citations

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Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

Hanna Meyer, Christoph Reudenbach, Tomislav Hengl et al. · Environmental Modelling & Software · 2017 · 518 citations

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Estimating Fatty Acid Content in Cow Milk Using Mid-Infrared Spectrometry

Hélène Soyeurt, Pierre Dardenne, Frédéric Dehareng et al. · Journal of Dairy Science · 2006 · 293 citations · Full text

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Developing breeding schemes to assist mitigation of greenhouse gas emissions

E. Wall, G. Simm, Dominic Moran · animal · 2009 · 234 citations · Full text

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