Some aspects of error bounds in feature selection

DOI10.1016/0031-3203(79)90047-5zbMath0433.62037OpenAlexW2078906889MaRDI QIDQ1139342

D. E. Boekee, J. C. A. van der Lubbe

Publication date: 1979

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0031-3203(79)90047-5

zbMATH Keywords

error boundsinformation measuresdistance measuresfeature evaluationf-divergenceBayesian probability of error

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10) Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10)

Related Items (11)

Information of degree \(\beta\) and probability of error ⋮ Generalized divergence measures and the probability of error ⋮ Bivariate certainty and information measures ⋮ On the Probability of Error in Fuzzy Discrimination Problems ⋮ A class of lower bounds on the Bayesian probability of error ⋮ Generalized Symmetric Divergence Measures and the Probability of Error ⋮ La energia informacional de orden α y tipo β como criterio de comparacion de sistemas de informacion difusa ⋮ Unified (r,s)-entropy and its bivariate measures ⋮ A generalized class of certainty and information measures ⋮ Unnamed Item ⋮ Unnamed Item

Cites Work

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• On information and distance measures, error bounds, and feature selection
• On the f-divergence and singularity of probability measures
• Mathematical methods of feature selection in pattern recognition
• Error estimation in pattern recognition via<tex>L_alpha</tex>-distance between posterior density functions
• Patterns in pattern recognition: 1968-1974
• On a New Class of Bounds on Bayes Risk in Multihypothesis Pattern Recognition
• Error Probability in Decision Functions for Character Recognition
• A class of upper bounds on probability of error for multihypotheses pattern recognition (Corresp.)

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