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cs.LG2013
A MapReduce based distributed SVM algorithm for binary classification
Ferhat Özgür Çatak, Mehmet Erdal Balaban
Although Support Vector Machine (SVM) algorithm has a high generalization property to classify for unseen examples after training phase and it has small loss value, the algorithm i…
cs.LG2013
CloudSVM : Training an SVM Classifier in Cloud Computing Systems
F. Ozgur Catak, M. Erdal Balaban
In conventional method, distributed support vector machines (SVM) algorithms are trained over pre-configured intranet/internet environments to find out an optimal classifier. These…