Toward a Fundamental Theory of Optimal Feature Selection: Part I

DOI10.1109/TPAMI.1984.4767573zbMath0573.62052WikidataQ84832698 ScholiaQ84832698MaRDI QIDQ3690886

Lokesh Datta, Salvatore D. Morgera

Publication date: 1984

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence (Search for Journal in Brave)

zbMATH Keywords

algorithmslinear transformationdata compressionpattern classificationdiscriminationdimensionality reductionempirical distributionsdifferent covariance matricesBayesian error probabilityoptimal feature selectionstatistical distance measuressimilar mean vectorsweakly stationary Gaussian process

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Non-Markovian processes: hypothesis testing (62M07) Statistical aspects of information-theoretic topics (62B10)

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