Luts, Jan; Molenberghs, Geert; Verbeke, Geert; Van … - In: Computational Statistics & Data Analysis 56 (2012) 3, pp. 611-628
A mixed effects least squares support vector machine (LS-SVM) classifier is introduced to extend the standard LS-SVM classifier for handling longitudinal data. The mixed effects LS-SVM model contains a random intercept and allows to classify highly unbalanced data, in the sense that there is an...
