Bibliography on estimation of misclassification

Godfried Toussaint · IEEE Transactions on Information Theory · 1974

Summary

Articles, books, and technical reports on the theoretical and experimental estimation of probability of misclassification are listed for the case of correctly labeled or preclassified training data.

Type: article
Published: 1974-07-01
Cited by: 334
References: 69
DOI: https://doi.org/10.1109/tit.1974.1055260
OpenAlex: https://openalex.org/W1989584148
Semantic Scholar: https://api.semanticscholar.org/CorpusID:9833144

Keywords

Computer science, Estimation, Statistics, Data mining, Mathematics

References

THEORIES AND METHODS IN CLASSIFICATION: A REVIEWSomesh Das Gupta — 1973
Joint dependence of risk of coronary heart disease on serum cholesterol and systolic blood pressure: a discriminant function analysis.Jerome Cornfield — 1962
The Parameters of Cross-ValidationPaul A. Herzberg — 1967
Contributions to discriminant analysisNell Sedransk — 1969
Sample-Based Classification Procedures Derived from Density EstimatorsNed Glick — 1972
Some Results on the Distribution of Two Random Matrices Used in Classification ProceduresD. G. Kabe — 1963
An efficient method for estimating the probability of misclassification applied to a problem in medical diagnosis.Godfried T. Toussaint, Phil Sharpe — 1975
Some Expected Values for Probabilities of Correct Classification in Discriminant AnalysisOlive Jean Dunn — 1971
Robustness of the linear and quadratic discriminant function to certain types of non‐normalityPeter A. Lachenbruch, Cheryl Sneeringer, Lawrence T. Revo — 1973
Comments on "On the mean accuracy of statistical pattern recognizers" by Hughes, G. FK. Abend, Thomas J. Harley, Bharath Chandrasekaran — 1969
Statistical investigation of a recognition algorithm for type-written symbolsL. S. Belobragina, V. K. Eliseev — 1967
IV. Comparison of Cross-Validation with Statistical Inference of Betas and Multiple R From a Single SampleRobert J. Wherry — 1951
On the Performance of the Linear Discriminant FunctionWilliam G. Cochran — 1964
Double-split cross-validation: an extension of Mosier's design, two undesirable alternatives, and some enigmatic results.Warren T. Norman — 1965
Errors in DiscriminationS. John — 1961
Error analysis of a statistical decision methodRobert Albrecht, W. Werner — 1964
On the Distribution of Wald's Classification StatisticH. Leon Harter — 1951
Considerations of dimensionality versus sample sizeJohn W. Sammon, Donald H. Foley, Albert H. Proctor — 1970
The Treatment of Missing Values in Discriminant Analysis—I. The Sampling ExperimentLinda S. Chan, Olive Jean Dunn — 1972
Some convergence properties of a nearest neighbor decision ruleDavid R. Peterson — 1970

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On the accuracy of statistical pattern recognizersRpw Duin — 1978
Comprehensive Survey on Distance/Similarity Measures between Probability Density FunctionsSung-Hyuk Cha — 2007
A Review of Statistical Pattern Recognition.Chi Hsien Chen — 1978
Estimating the probabilities of misclassification in discriminant analysisJuan Enrique Ramos — 1982
A statistical framework for quantifying adaptive behavioural risk for the banking industryFarinaz Farhadieh — 2011
Applied MANOVA and discriminant analysisCarl J. Huberty, Stephen Olejnik — 2006
Model inference and pattern discovery by minimal representation methodJakub Segen, Arthur C. Sanderson — 1981
Electronic Nose for Toxic Vapor Detection, Identification, and QuantificationBarbara V. Peterson, Bruce R. Linnell, K. B. Brooks — 2005
Classification with class-independent quality information for biometric verificationKrzysztof Kryszczuk — 2008
DESIGN OF NEURAL NETWORK FILTERSJan Larsen — 1996
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Advances in Machine VisionJorge L. C. Sanz — 1988
A Probabilistic Theory of Pattern RecognitionLuc Devroye, László Györfi, Gábor Lugosi — 1996
Development of a novel method for the classification of osteoarthritic and normal knee functionLianne Jones — 2004
A Portable Electronic Nose for Toxic Vapor Detection, Identification, and QuantificationBruce R. Linnell, Rebecca C. Young, Tim Griffin — 2005
Neural network Bayes error estimationC.E. Martín, Steven K. Rogers, D.W. Ruck — 1994

Bibliography on estimation of misclassification

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