CHOICE OF THE SMOOTHING PARAMETER AND EFFICIENCY OF K-NEAREST NEIGHBOR CLASSIFICATION

被引：49

作者：

ENAS, GG ^{[1
]}

CHOI, SC ^{[1
]}

机构：

[1] VIRGINIA COMMONWEALTH UNIV,MED COLL VIRGINIA,DEPT BIOSTAT,RICHMOND,VA 23298

来源：

COMPUTERS & MATHEMATICS WITH APPLICATIONS-PART A | 1986年 / 12卷 / 02期

关键词：

D O I：

10.1016/0898-1221(86)90076-3

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

引用

页码：235 / 244

页数：10

共 11 条

[1] NEAREST NEIGHBOR PATTERN CLASSIFICATION [J].

COVER, TM ;

HART, PE .

[2] ESTIMATION BY NEAREST NEIGHBOR RULE [J].

COVER, TM .

DEVROYE, L .

[4]

DEVROYE L, 1981, ANN STAT, V6, P1320

[5]

FISHER FP, 1971, THESIS PURDUE U LAFE

[6]

Fix E, 1951, 4 US AIR FORC SCH AV

[7]

FIX E, 1952, 11 US AIR FORC SCH A

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

FUKUNAGA, K ;

HOSTETLER, LD .

[9] KN-NEAREST NEIGHBOR CLASSIFICATION [J].

GOLDSTEIN, M .

[10]

Patrick E. A., 1972, FUNDAMENTALS PATTERN