Improving the Accuracy of Nearest-Neighbor Classification Using Principled Construction and Stochastic Sampling of Training-Set Centroids.

Whitelam, Stephen

Whitelam, Stephen.

Affiliation

Whitelam S; Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA.

Entropy (Basel) ; 23(2)2021 Jan 26.

Article in En | MEDLINE | ID: mdl-33530507

Key words

image recognition; nearest-neighbor classification; stochastic sampling

Fulltext

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7911166
https://dx.doi.org/10.3390/e23020149

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Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Entropy (Basel) Year: 2021 Type: Article Affiliation country: United States

Fulltext

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7911166
https://dx.doi.org/10.3390/e23020149

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Entropy (Basel) Year: 2021 Type: Article Affiliation country: United States