The multi-category support vector machine (MC-SVM) is one of the most popular learning algorithms. There are numerous MC-SVM variants, although different optimization algorithms were developed for diverse machines. In this study, we a new algorithm that can be applied to several variants. based on Frank-Wolfe framework requires two subproblems, direction-finding and line search, in each iterati...

Beetles (Order Coleoptera) are the largest order of animals. a group insects that make up Coleoptera. Estimates total number living beetle species millions whose features it difficult to visually identify species. Currently, classification process is still carried out using direct observation and personal assumptions. CNN model ResNet50 one ResNet variants has 50 layers VGG16 utilizes convoluti...