Bayesian adaptive nearest neighbor

DOI10.1002/sam.10067OpenAlexW3083054323MaRDI QIDQ4969707

Sounak Chakraborty, Ruixin Guo

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/sam.10067

zbMATH Keywords

Markov chain Monte Carlosupervised learningBayesian predictionnearest neighborprobabilistic nearest neighbordiscriminant adaptive nearest neighbor

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Related Items (3)

An efficient algorithm for Bayesian nearest neighbours ⋮ A model‐based approach for analog spatio‐temporal dynamic forecasting ⋮ Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms

Uses Software

• UCI-ml
• spBayes

Cites Work

• Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: an integrated approach
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• A Probabilistic Nearest Neighbour Method for Statistical Pattern Recognition
• Bayesian Classification of Tumours by Using Gene Expression Data
• Hierarchical Bayesian Neural Networks
• Random forests
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