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صفحه اصلی > An Overview on Second Order Cone Programming Formulations for Support Vector Machine Algorithms
.: An Overview on Second Order Cone Programming Formulations for Support Vector Machine Algorithms An Overview on Second Order Cone Programming Formulations for Support Vector Machine Algorithms
Saeideh Roshanfekr1*
1- Master of Computer Engineering, University of Zanjan, Iran
Received: September 2017 Accepted: October 2017 Abstract
In this tutorial we give an overview of the basic ideas second order cone programming (SOCP) formulations machines for support vector machine (SVM) algorithms. Furthermore, we include a summary of currently used algorithms for training SVM algorithms, covering both the quadratic (or convex) programming part and advanced methods for dealing with imbalanced and multiclass datasets. Finally, we mention some modifications and extensions that have been applied to the standard SOCP algorithm, and discuss the aspect of regularization from a SOCP-SVM perspective. Keywords: Second order cone programming, support vector machine, imbalanced dataset, multi-class. دانلود مقاله : ![]() |
Journal of Science and Engineering Elites www.ElitesJournal.ir www.ElitesJournal.com پست الکترونیک ( ایمیل) : Info@elitesjournal.com تلفن دبیرخانه: 44258197 -021 ساعات پاسخگوئی به تماس: همه روزه از ساعت 11 الی 17 (به جز جمعه ها و ایام تعطیل) فکس دبیرخانه : 89780710-021 |