A shrunken leaving-one-out estimator of error rate

DOI10.1016/0898-1221(87)90148-9zbMath0623.62037OpenAlexW2065863208MaRDI QIDQ1091702

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)90148-9

zbMATH Keywords

resubstitutionjackknife estimatorbootstrap estimatorcomparison of estimatesnew error rate estimatorperformance of classification rulesrotation estimatorshrinking the leaving-one-out estimate

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05)

Related Items (1)

Ten More Years of Error Rate Research

Cites Work

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• Data. A collection of problems from many fields for the student and research worker
• An efficient estimator of pattern recognition system error probability
• Error rate estimation on the basis of posterior probabilities
• Additive estimators for probabilities of correct classification
• Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation
• Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems
• k-nearest-neighbor Bayes-risk estimation
• Bibliography on estimation of misclassification
• An Asymptotic Unbiased Technique for Estimating the Error Rates in Discriminant Analysis
• Estimating the Expected and the Optimal Probabilities of Misclassification
• Nonparametric Bayes error estimation using unclassified samples
• Estimating the Expected Probability of Misclassification for a Rule Based on the Linear Discriminant Function: Univariate Normal Case

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