Fast classification for large data sets via random selection clustering and Support Vector Machines
Xiaoou Li, Jair Cervantes, Wen Yu · Intelligent Data Analysis · 2012
Support Vector Machines (SVMs) are high-accuracy classifiers. However, normal SVM algorithms are unsuitable for classification of large data sets because of their training complexity. In this paper, we propose a novel SVM classification approach for