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Optimal Support Vector Selection for Kernel Perceptrons

Published on Feb 25, 20074334 Views

Daniel García

LEARNING 2006 - Vilanova

Related categories

Support Vector Machines

Chapter list

Optimal Support Vector Selection for Kernel Perceptrons00:00
Objectives00:15
Support Vector Machines00:54
Convex Hull Norm Minimization01:51
Schlesinger-Kozinec (SK) Algorithm02:47
Kernel SK I03:55
Kernel SK II04:40
Kernel SK III05:08
Support vector selection I05:57
Support vector selection II06:28
Support Vector Removal Method07:27
Numerical Experiments I08:33
Numerical Experiments II09:06
Numerical Experiments III09:38
Results10:50
Heart Disease Results11:23
Wisconsin Breast Cancer Results12:02
Ionosphere Results12:31
Pima Indian Diabetes Results12:51
Heart Disease Evolution13:28
Wisconsin Breast Cancer Disease Evolution14:04
Ionosphere Evolution14:20
Pima Indian Diabetes Evolution14:56
Conclusions15:12