Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers
Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers
Unlike its intercept, a linear classifier's weight vector cannot be tuned by a simple grid search. Hence, this paper proposes weight vector tuning of a generic binary linear classifier through the parameterization of a decomposition of the discriminant by a scalar which controls the trade-off between conflicting informative and noisy …