Bayesian Distance Weighted Discrimination

DOI10.1080/10618600.2022.2069778OpenAlexW3092544417MaRDI QIDQ5057252

Eric F. Lock

Publication date: 16 December 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2010.03111

zbMATH Keywords

high-dimensional dataprobabilistic classificationdistance weighted discriminationcancer genomics

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• penalizedLDA

Cites Work

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• Distance-Weighted Discrimination
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• Weighted Distance Weighted Discrimination and Its Asymptotic Properties
• Hard or Soft Classification? Large-Margin Unified Machines
• Geometric Representation of High Dimension, Low Sample Size Data
• Large scale analysis of generalization error in learning using margin based classification methods
• Large dimensional analysis of general margin based classification methods
• Random forests
• Bayesian methods for support vector machines: Evidence and predictive class probabilities

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