Toward a tight upper bound for the error probability of the binary Gaussian classification problem

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations

Herman Chernoff · The Annals of Mathematical Statistics · 1952 · 3.6K citations · Full text

Natural Sciences, Mathematics, Experimental Design +13

Probability of error, equivocation, and the Chernoff bound

Martin E. Hellman, J. Raviv · IEEE Transactions on Information Theory · 1970 · 324 citations

Natural Sciences, Computer Science, Mathematics +10

Classification into two Multivariate Normal Distributions with Different Covariance Matrices

T. W. Anderson, R. R. Bahadur · The Annals of Mathematical Statistics · 1962 · 248 citations · Full text

Natural Sciences, Mathematics, Optimization +12

Probability Content of Regions Under Spherical Normal Distributions, IV: The Distribution of Homogeneous and Non-Homogeneous Quadratic Functions of Normal Variables

Harold Ruben · The Annals of Mathematical Statistics · 1962 · 188 citations · Full text

Natural Sciences, Mathematics, Probability Theory +5