EFFECT OF DIMENSIONALITY AND ESTIMATION ON THE PERFORMANCE OF GAUSSIAN CLASSIFIERS

被引:10
作者
ELSHEIKH, TS
WACKER, AG
机构
关键词
D O I
10.1016/0031-3203(80)90035-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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页码:115 / 126
页数:12
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[2]   COMMENTS ON MEAN ACCURACY OF STATISTICAL PATTERN RECOGNIZERS [J].
ABEND, K ;
HARLEY, TJ ;
CHANDRASEKARAN, B ;
HUGHES, GF .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1969, 15 (03) :420-+
[3]   ERROR ANALYSIS OF STATISTICAL DECISION METHOD [J].
ALBRECHT, R ;
WERNER, W .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1964, 10 (01) :34-&
[4]  
ANDERSON TW, 1951, PSYCHOMETRIKA, V16, P31
[5]   QUANTIZATION COMPLEXITY AND INDEPENDENT MEASUREMENTS [J].
CHANDRASEKARAN, B ;
JAIN, AK .
IEEE TRANSACTIONS ON COMPUTERS, 1974, C 23 (01) :102-106
[6]   INDEPENDENCE, MEASUREMENT COMPLEXITY, AND CLASSIFICATION PERFORMANCE [J].
CHANDRASEKARAN, B ;
JAIN, AK .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1975, SMC5 (02) :240-244
[7]   INDEPENDENCE OF MEASUREMENTS AND MEAN RECOGNITION ACCURACY [J].
CHANDRASEKARAN, B .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1971, 17 (04) :452-+
[8]  
CHANDRASEKARAN B, 1977, IEEE T SYST MAN CYB, V7, P564
[9]   ERROR PROBABILITY IN DECISION FUNCTIONS FOR CHARACTER RECOGNITION [J].
CHU, JT ;
CHUEH, JC .
JOURNAL OF THE ACM, 1967, 14 (02) :273-&
[10]  
FUKUNAGA K, 1972, INTRO STATISTICAL PA