ANY DISCRIMINATION RULE CAN HAVE AN ARBITRARILY BAD PROBABILITY OF ERROR FOR FINITE-SAMPLE SIZE

被引：41

作者：

DEVROYE, L

机构：

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1982年 / 4卷 / 02期

关键词：

D O I：

10.1109/TPAMI.1982.4767222

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

引用

页码：154 / 157

页数：4

共 9 条

[1]

Cover T. M., 1968, PROC HAWAII INT C SY, P413

[2] CONSISTENCY OF A RECURSIVE NEAREST NEIGHBOR REGRESSION FUNCTION ESTIMATE [J].

DEVROYE, L ;

WISE, GL .

JOURNAL OF MULTIVARIATE ANALYSIS, 1980, 10 (04) :539-550

[3]

DEVROYE L, 1978, 1978 P IEEE COMP SOC, P142

[4] DISTRIBUTION-FREE CONSISTENCY RESULTS IN NONPARAMETRIC DISCRIMINATION AND REGRESSION FUNCTION ESTIMATION [J].

DEVROYE, LP ;

WAGNER, TJ .

ANNALS OF STATISTICS, 1980, 8 (02) :231-239

[5] ASYMPTOTICALLY EFFICIENT SOLUTIONS TO CLASSIFICATION PROBLEM [J].

GORDON, L ;

OLSHEN, RA .

ANNALS OF STATISTICS, 1978, 6 (03) :515-533

[6]

GYORFI L, 1981, PROBLEMS CONTROL INF

[7]

Olshen R., 1977, ANN STAT, V5, P632

[8] CONSISTENT WINDOW ESTIMATION IN NONPARAMETRIC REGRESSION [J].

SPIEGELMAN, C ;

SACKS, J .

ANNALS OF STATISTICS, 1980, 8 (02) :240-246

[9] CONSISTENT NONPARAMETRIC REGRESSION [J].

STONE, CJ ;

BICKEL, PJ ;

BREIMAN, L ;

BRILLINGER, DR ;

BRUNK, HD ;

PIERCE, DA ;

CHERNOFF, H ;

COVER, TM ;

COX, DR ;

EDDY, WF ;

HAMPEL, F ;

OLSHEN, RA ;

PARZEN, E ;

ROSENBLATT, M ;

SACKS, J ;

WAHBA, G .

ANNALS OF STATISTICS, 1977, 5 (04) :595-645

← 1 →