Works (1)
Updated: July 5th, 2023 15:59
2003 journal article
Fast minimization of structural risk by nearest neighbor rule
IEEE TRANSACTIONS ON NEURAL NETWORKS, 14(1), 127–137.
author keywords: breast cancer detection; index set thinning algorithm; multivariate order statistics; nearest neighbor rule; support vector machine (SVM)
TL;DR:
Simulation results on real data indicate that this method significantly reduces the computational cost of the conventional SVMs, and achieves a nearly comparable test error performance.
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