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stat.ML2018★ 1 cited
Regression by clustering using Metropolis-Hastings
Adolfo Quiroz, Simón Ramírez-Amaya, Álvaro Riascos
High quality risk adjustment in health insurance markets weakens insurer incentives to engage in inefficient behavior to attract lower-cost enrollees. We propose a novel methodolog…
stat.ML2018
A bagging and importance sampling approach to Support Vector Machines
R. Bárcenas, M. D. Gónzalez--Lima, A. J. Quiroz
An importance sampling and bagging approach to solving the support vector machine (SVM) problem in the context of large databases is presented and evaluated. Our algorithm builds o…