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Cover and Hart: nearest-neighbor pattern classification

Analyzed nearest-neighbor classification and established asymptotic error bounds relating its risk to the Bayes error under the paper's probabilistic setting.

What is recorded here?

Analyzed nearest-neighbor classification and established asymptotic error bounds relating its risk to the Bayes error under the paper's probabilistic setting.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

The record is the exact two-author 1967 IEEE paper. It does not absorb Fix and Hodges' antecedent rule, later k-nearest-neighbor variants, finite-sample rates, metric learning or every modern implementation.

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People and systems

Thomas M. Cover; Peter E. Hart

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

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Documented countries / regions: United States

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English catalogue narrative

Cover and Hart: nearest-neighbor pattern classification

Analyzed nearest-neighbor classification and established asymptotic error bounds relating its risk to the Bayes error under the paper's probabilistic setting.

Scientific scope

The record is the exact two-author 1967 IEEE paper. It does not absorb Fix and Hodges' antecedent rule, later k-nearest-neighbor variants, finite-sample rates, metric learning or every modern implementation.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Thomas M. Cover; Peter E. Hart

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

Original sources