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

[1]

[Anonymous], ANN I STAT MATH

[2]

Chandrasekaran B., 1979, Journal of Cybernetics and Information Science, V2, P12

[3] CONSISTENT CROSS-VALIDATED DENSITY-ESTIMATION [J].

CHOW, YS ;

GEMAN, S ;

WU, LD .

ANNALS OF STATISTICS, 1983, 11 (01) :25-38

[4] NEAREST NEIGHBOR PATTERN CLASSIFICATION [J].

COVER, TM ;

HART, PE .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1967, 13 (01) :21-+

[5] NECESSARY AND SUFFICIENT CONDITIONS FOR THE POINTWISE CONVERGENCE OF NEAREST NEIGHBOR REGRESSION FUNCTION ESTIMATES [J].

DEVROYE, L .

ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1982, 61 (04) :467-481

[6] ON THE ALMOST EVERYWHERE CONVERGENCE OF NONPARAMETRIC REGRESSION FUNCTION ESTIMATES [J].

DEVROYE, L .

ANNALS OF STATISTICS, 1981, 9 (06) :1310-1319

[7] ON THE INEQUALITY OF COVER AND HART IN NEAREST NEIGHBOR DISCRIMINATION [J].

DEVROYE, L .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1981, 3 (01) :75-78

[8]

Devroye L., 1985, NONPARAMETRIC DENSIT

[9] STRONG UNIFORM CONSISTENCY OF NEAREST NEIGHBOR DENSITY ESTIMATES [J].

DEVROYE, LP ;

WAGNER, TJ .

ANNALS OF STATISTICS, 1977, 5 (03) :536-540

[10]

DUIN RPW, 1976, IEEE T COMPUT, V25, P1175, DOI 10.1109/TC.1976.1674577

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