A shrunken leaving-one-out estimator of error rate
From MaRDI portal
Publication:1091702
DOI10.1016/0898-1221(87)90148-9zbMath0623.62037OpenAlexW2065863208MaRDI QIDQ1091702
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
resubstitutionjackknife estimatorbootstrap estimatorcomparison of estimatesnew error rate estimatorperformance of classification rulesrotation estimatorshrinking the leaving-one-out estimate
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05)
Related Items (1)
Cites Work
- Unnamed Item
- Unnamed Item
- 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
This page was built for publication: A shrunken leaving-one-out estimator of error rate
