BAYES ERROR ESTIMATION USING PARZEN AND K-NN PROCEDURES

被引：69

作者：

FUKUNAGA, K

HUMMELS, DM

机构：

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1987年 / 9卷 / 05期

关键词：

D O I：

10.1109/TPAMI.1987.4767958

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：634 / 643

页数：10

共 28 条

[11]

FIX E, 1952, 11 SCH AV MED REP

[12]

FIX E, 1951, 4 SCH AV MED REP

[13] A NONPARAMETRIC TWO-DIMENSIONAL DISPLAY FOR CLASSIFICATION [J].

FUKUNAGA, K ;

MANTOCK, JM .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1982, 4 (04) :427-436

[14] OPTIMIZATION OF K NEAREST-NEIGHBOR DENSITY ESTIMATES [J].

FUKUNAGA, K ;

HOSTETLER, LD .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1973, 19 (03) :320-326

[15] CLASSIFICATION ERROR FOR A VERY LARGE NUMBER OF CLASSES [J].

FUKUNAGA, K ;

FLICK, TE .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :779-788

[16]

FUKUNAGA K, 1986, IEEE T PATTERN ANAL, V9, P103

[17]

FUKUNAGA K, 1972, INTRO STATISTICAL PA

[18] LARGE SAMPLE OPTIMALITY OF LEAST-SQUARES CROSS-VALIDATION IN DENSITY-ESTIMATION [J].

HALL, P .

ANNALS OF STATISTICS, 1983, 11 (04) :1156-1174

[19]

HAND DJ, 1982, KERNEL DISCRIMINANT

[20] A NONPARAMETRIC ESTIMATE OF A MULTIVARIATE DENSITY-FUNCTION [J].

LOFTSGAARDEN, DO ;

QUESENBERRY, CP .

ANNALS OF MATHEMATICAL STATISTICS, 1965, 36 (03) :1049-1051

← 1 2 3 →