Bilge Karacali

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.

By: B. Karacali n & H. Krim n

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. (via Semantic Scholar)
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