ON ERROR-RATE ESTIMATION IN NONPARAMETRIC CLASSIFICATION

Similar Works

Action	Title	Year	Authors
+	NONPARAMETRIC CLASSIFICATION AND ERROR ESTIMATION	1990	Keinosuke Fukunaga
+ PDF Chat	Estimating Prediction Errors in Binary Classification Problem: Cross-Validation versus Bootstrap	2006	Jihyun Kim Eun-Song Cha
+	On a likelihood-based approach in nonparametric smoothing and cross-validation	1995	Probal Chaudhuri Anup Dewanji
+	On The Smoothness of Cross-Validation-Based Estimators Of Classifier Performance	2019	Waleed A. Yousef
+	AUC: Nonparametric Estimators and Their Smoothness.	2019	Waleed A. Yousef
+	A Comparison of Nonparametric Error Rate Estimation Methods in Classification Problems	2004	Sonja Wehberg M. Schumacher
+	One-Sided Cross-Validation in Nonparametric Regression	2002	Seongbaek Yi
+ PDF Chat	On robust cross-validation for nonparametric smoothing	2012	Oliver Morell D. Otto Roland Fried
+	Comparison of error distributions in nonparametric regression	2006	Juan Carlos Pardo‐Fernández
+	Cross-Validation, Risk Estimation, and Model Selection	2019	Stefan Wager
+	Data-based interval estimation of classification error rates	2001	W. J. Krzanowski
+	The robust estimation of classification error rates	1986	James D. Knoke
+ PDF Chat	Estimating the standard error of cross-Validation-Based estimators of classifier performance	2021	Waleed A. Yousef
+	Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation	1983	Bradley Efron
+	The Estimation of Error Variance in Nonparametric Regression Models	2014	Yousef Alharbi Prakash Patil
+	The Estimation of Error Variance in Nonparametric Regression Models	2014	Yousef F. Alharbi Prakash Patil
+	Improvements on Cross-Validation: The 632+ Bootstrap Method	1997	Bradley Efron Robert Tibshirani
+	On Exponential Bounds On The Bayes Risk Of Nonparametric Classification Rules	2005	A. Krzyzak
+	Generalization error for decision problems	2018	Eric B. Laber Min Qian
+	Comparisons of Classification Methods in Efficiency and Robustness	2012	Rui Wang

Works That Cite This (6)

Action	Title	Year	Authors
+ PDF Chat	On some transformations of high dimension, low sample size data for nearest neighbor classification	2015	Subhajit Dutta Anil K. Ghosh
+ PDF Chat	Pairwise local Fisher and naive Bayes: Improving two standard discriminants	2020	Håkon Otneim Martin Jullum Dag Tjøstheim
+	Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis	2011	Subhadeep Mukhopadhyay Anil K. Ghosh
+	A local Gaussian Fisher discriminant	2022	Dag Tjøstheim Håkon Otneim Bård Støve
+	Peter Hall's work on high-dimensional data and classification	2016	Richard J. Samworth
+ PDF Chat	Classification using global and local Mahalanobis distances	2025	Annesha Ghosh Anil K. Ghosh Rita SahaRay Soham Sarkar

Works Cited by This (18)

Action	Title	Year	Authors
+	On Exponential Bounds on the Bayes Risk of the Nonparametric Classification Rules	1991	Adam Krzyżak
+	None	2000	Brian M. Steele David A. Patterson
+ PDF Chat	Large Sample Optimality of Least Squares Cross-Validation in Density Estimation	1983	Peter Hall
+	A Probabilistic Theory of Pattern Recognition	1996	Luc Devroye László Györfi Gábor Lugosi
+	Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties	1989	Evelyn Fix J. L. Hodges
+	Asymptotic estimate of probability of misclassification for discriminant rules based on density estimates	1989	Kamal C. Chanda F.H. Ruymgaart
+	An alternative method of cross-validation for the smoothing of density estimates	1984	Adrian Bowman
+	Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation	1983	Bradley Efron
+	Smooth discrimination analysis	1999	Enno Mammen Alexandre B. Tsybakov
+	Bootstrap Choice of Bandwidth for Density Estimation	1990	Julian J. Faraway Myoungshic Jhun