Stabilized Nearest Neighbor Classifier and its Statistical Properties-Reference-Cited by-同舟云学术

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Stabilized Nearest Neighbor Classifier and its Statistical Properties

Published:2016-07-02 Issue:515 Volume:111 Page:1254-1265
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Sun Will Wei¹²,Qiao Xingye³,Cheng Guang⁴

Affiliation:

1. Yahoo! Labs, Sunnyvale, CA, USA

2. Department of Management Science, University of Miami, School of Business Administration, Miami, FL, USA

3. Department of Mathematical Sciences, Binghamton University, State University of New York, Binghamton, NY, USA

4. Department of Statistics, Purdue University, West Lafayette, IN, USA

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2015.1089772

Reference31 articles.

1. On the stability of recommendation algorithms

2. Fast learning rates for plug-in classifiers

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1. Consensus–relevance kNN and covariate shift mitigation;Machine Learning;2023-09-21

2. Benefit of Interpolation in Nearest Neighbor Algorithms;SIAM Journal on Mathematics of Data Science;2022-06

3. Optimal 1-NN prototypes for pathological geometries;PeerJ Computer Science;2021-04-09

4. A comparison of classification methods across different data complexity scenarios and datasets;Expert Systems with Applications;2021-04

5. Conditional probability estimation based classification with class label missing at random;Journal of Multivariate Analysis;2020-03

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