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Volumn , Issue , 2010, Pages 4044-4047

A bound on the performance of LDA in randomly projected data spaces

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ERRORS; DATA SPACE; DIMENSIONAL SPACES; DIMENSIONALITY REDUCTION; FISHER'S LINEAR DISCRIMINANT; HIGH DIMENSIONAL DATA; SPARSITY STRUCTURE; TRAINING DATA;

EID: 78149479914     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.983     Document Type: Conference Paper
Times cited : (3)

References (10)
  • 1
    • 33745467619 scopus 로고    scopus 로고
    • An algorithmic theory of learning
    • R. Arriaga and S. Vempala. An algorithmic theory of learning. Machine Learning, 63(2):161-182, 2006.
    • (2006) Machine Learning , vol.63 , Issue.2 , pp. 161-182
    • Arriaga, R.1    Vempala, S.2
  • 2
    • 33745156863 scopus 로고    scopus 로고
    • Some theory for Fisher's linear discriminant function, 'naïve Bayes', and some alternatives when there are many more variables than observations
    • P. Bickel and E. Levina. Some theory for Fisher's linear discriminant function, 'naïve Bayes', and some alternatives when there are many more variables than observations. Bernoulli, 10(6):989-1010, 2004.
    • (2004) Bernoulli , vol.10 , Issue.6 , pp. 989-1010
    • Bickel, P.1    Levina, E.2
  • 9
    • 0033347059 scopus 로고    scopus 로고
    • Misclassification Probability Bounds for Multivariate Gaussian Classes
    • T. Pattison and D. Gossink. Misclassification Probability Bounds for Multivariate Gaussian Classes. Digital Signal Processing, 9:280-296, 1999.
    • (1999) Digital Signal Processing , vol.9 , pp. 280-296
    • Pattison, T.1    Gossink, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.