Györfi and Gábor Lugosi, A Probabilistic Theory of Pattern Recognition, Springer, 1996

Luc Devroye, L. (1996). Györfi and Gábor Lugosi, A Probabilistic Theory of Pattern Recognition, Springer, 1996. Springer.

Type

Book

Intellectual base

Review or monograph

Year

1996

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no authoritative link yet

Cited by

1 citation across 1 artifact.

Domain-specific

• Bayes classifier
  • … a convenient observable transfers from With equal misclassification costs, an observation is assigned to class r when P(Y=r given X=x) is largest. to A learned classifier's error is compared with Bayes risk while acknowledging that true distributions are estimated and distribution shift can invalidate the benchmark..

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