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A multiclass, k-NN approach to Bayes risk estimation

✍ Scribed by Pierre A Devijver


Publisher
Elsevier Science
Year
1985
Tongue
English
Weight
378 KB
Volume
3
Category
Article
ISSN
0167-8655

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The effect of assuming independence in a
✍ Estelle Russek; Richard A. Kronmal; Lloyd D. Fisher πŸ“‚ Article πŸ“… 1983 πŸ› Elsevier Science 🌐 English βš– 879 KB

The effect of assuming independence in the use of Bayes' Theorem for classification and estimation of risk is examined. Analytic results are provided for two specific multivariate normal models and for a model involving binary variables. Monte Carlo results are presented for the former. In these spe