arXiv Open Access 2022

On the Christoffel function and classification in data analysis

Jean-Bernard Lasserre

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Abstrak

We show that the empirical Christoffel function associated with a cloud of finitely many points sampled from a distribution, can provide a simple tool for supervised classification in data analysis, with good generalization properties.

Topik & Kata Kunci

math.OC

Penulis (1)

Jean-Bernard Lasserre

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Lasserre, J. (2022). On the Christoffel function and classification in data analysis. https://arxiv.org/abs/2203.14571

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓