Documents Support Vector Machine & Its Applications

Support Vector Machine & Its Applications Overview Intro. to Support Vector Machines (SVM) Properties of SVM Applications Gene Expression Data Classification Text Categorization…

Documents SVM Support Vector Machines Presented by: Anas Assiri Supervisor Prof. Dr. Mohamed Batouche.

SVM Support Vector Machines Presented by: Anas Assiri Supervisor Prof. Dr. Mohamed Batouche Overview Classifying data What is (SVM) ? Properties of SVM Applications Classifying…

Documents Introduction to SVMs. SVMs Geometric –Maximizing Margin Kernel Methods –Making nonlinear...

Introduction to SVMs SVMs Geometric Maximizing Margin Kernel Methods Making nonlinear decision boundaries linear Efficiently! Capacity Structural Risk Minimization Linear…

Documents Support Vector Machine & Its Applications

Support Vector Machine & Its Applications Mingyue Tan The University of British Columbia Nov 26, 2004 A portion (1/3) of the slides are taken from Prof. Andrew Moore’s…