arXiv Open Access 2019

Learning Theory and Support Vector Machines - a primer

Michael Banf

Lihat Sumber

Abstrak

The main goal of statistical learning theory is to provide a fundamental framework for the problem of decision making and model construction based on sets of data. Here, we present a brief introduction to the fundamentals of statistical learning theory, in particular the difference between empirical and structural risk minimization, including one of its most prominent implementations, i.e. the Support Vector Machine.

Topik & Kata Kunci

cs.LG stat.ML

Penulis (1)

Michael Banf

Format Sitasi

APA MLA BibTeX

Banf, M. (2019). Learning Theory and Support Vector Machines - a primer. https://arxiv.org/abs/1902.04622

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2019
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓