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Elite-Driven Support Vector Machines for Classification

stat.ML · 2026-04-28 · unverdicted · novelty 6.0

EDSVM augments SVM slack loss with a localized deviation penalty toward benchmark slacks for elite observations, yielding dual quadratic programs and competitive performance on UCI benchmarks while tracking reference models.

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  • Elite-Driven Support Vector Machines for Classification stat.ML · 2026-04-28 · unverdicted · none · ref 21

    EDSVM augments SVM slack loss with a localized deviation penalty toward benchmark slacks for elite observations, yielding dual quadratic programs and competitive performance on UCI benchmarks while tracking reference models.