Error rate estimation by mixture decomposition

DOI10.1016/0898-1221(87)90052-6zbMath0632.65149OpenAlexW2095169758MaRDI QIDQ1095631

Garrett M. Fitzmaurice, David J. Hand

Publication date: 1987

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0898-1221(87)90052-6

zbMATH Keywords

simulationerror rate estimationmixture decomposition

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Probabilistic methods, stochastic differential equations (65C99)

Related Items (1)

Ten More Years of Error Rate Research

Cites Work

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• Error rate estimation on the basis of posterior probabilities
• Assessing the performance of an allocation rule
• Estimating class sizes by adjusting fallible classifier results
• The optimal distance measure for nearest neighbor classification
• Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems
• A parametrically-defined nearest neighbor distance measure
• k-nearest-neighbor Bayes-risk estimation
• Bibliography on estimation of misclassification

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