Concepedia

Using machine learning and an electronic tongue for discriminating saliva samples from oral cavity cancer patients and healthy individuals

Daniel Cesar Braz, Mário Popolin Neto, Flávio M. Shimizu, Acelino Cardoso de Sá, Renato S. Lima, Ângelo L. Gobbi, Matias Eliseo Melendez, Lídia Maria Rebolho Batista Arantes, André Lopes Carvalho, Fernando V. Paulovich,

Talanta · 2022 · 51 citations · 75 references

DOI

Concepts

References

75

Random Forests

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

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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Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

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Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 20.7K citations

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A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

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