arXiv Open Access 2012

Polynomial expansion of the binary classification function

Péter Kövesárki

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Abstrak

This paper describes a novel method to approximate the polynomial coefficients of regression functions, with particular interest on multi-dimensional classification. The derivation is simple, and offers a fast, robust classification technique that is resistant to over-fitting.

Topik & Kata Kunci

stat.ML

Penulis (1)

Péter Kövesárki

Format Sitasi

APA MLA BibTeX

Kövesárki, P. (2012). Polynomial expansion of the binary classification function. https://arxiv.org/abs/1203.5647

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Informasi Jurnal

Tahun Terbit: 2012
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓