Decision rules for a hierarchical classifier

被引：17

作者：

Kurzynski, Marek W. ^{[1
]}

机构：

[1] Wroclaw Univ Technol, Inst Control & Syst Engn, PL-50370 Wroclaw, Poland

来源：

PATTERN RECOGNITION LETTERS | 1983年 / 1卷 / 5-6期

关键词：

Hierarchical classifier; probability of misclassification; decision rules; k-nearest neighbor method;

D O I：

10.1016/0167-8655(83)90068-5

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Two hierarchical classifier strategies which minimize the global and local probabilities of misclassification, respectively are presented. The modified version of the k-NN rule for a hierarchical classifier is proposed. Numerical examples are given.

引用

页码：305 / 310

页数：6

共 10 条

[1] SELECTIVE RADIANT TEMPERATURE MAPPING USING A LAYERED CLASSIFIER
BARTOLUCCI, LA
SWAIN, PH
WU, C
[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1976, 14 (02): : 101 - 106
[2] Fukunaga K., 1972, INTRO STAT PATTERN R
[3] Kanal L. N., 1977, APPLICATIONS STATIST, P301
[4] KULKARNI AV, 1978, IEEE T COMPUT, V27, P771, DOI 10.1109/TC.1978.1675190
[5] Kurzynski M. W., 1982, Proceedings of the 6th International Conference on Pattern Recognition
[6] Kurzynski M. W., 1983, PATTERN REC IN PRESS, V16
[7] AUTOMATED CLASSIFICATION OF NUCLEATED BLOOD-CELLS USING A BINARY-TREE CLASSIFIER
MUI, JK
FU, KS
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1980, 2 (05) : 429 - 443
[8] Sethi I. K., 1977, PATTERN RECOGN, V10, P197
[9] DECISION TREE CLASSIFIER - DESIGN AND POTENTIAL
SWAIN, PH
HAUSKA, H
[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1977, 15 (03): : 142 - 147
[10] BIBLIOGRAPHY ON ESTIMATION OF MISCLASSIFICATION
TOUSSAINT, GT
[J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (04) : 472 - 479

← 1 →