characteristics curve (AUC) maximization based on the new emerged support vector machines (SVM) techniques. Three main SVM models with …

suggested model for link prediction is proposed in this paper. The suggested HMELA model makes use of AUC scores to predict new … selected data sets, the area under the curve (AUC) scores were greater than when individual techniques were applied to the same … data sets. Using the HMELA technique, the maximum AUC score in the Facebook data set has been increased by 10.3 per cent …

) proposed pruning to deal with this challenge for second order approximations. In this paper, we provide a theory of pruning and … formulas for pruning of any order. We relate it to results described by Judd (1998) on perturbing dynamical systems. …