Участник:Tatarchuk

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 [[Категория:Страницы участников|Tatarchuk]]
-'''Татарчук Александр Игоревич'''
-= Selective Support Vector Machines =
-=== Description ===
-'''Authors'''
-V. Mottl (vmottl@ya.ru)
-A. Tatarchuk (aitech@ya.ru)
-A. Eliseev (andreyel@gmail.com)
-'''Developed at'''
-Computing Center of Academy of Sceince, Moscow, Russia
-'''Version''' 1.0
-'''Date''' 14.10.2008
-=== Overview ===
-SelSVMs are modifications of classical Support Vector Machine provided with controlled selectivity property of feature/kernel selection.
-The main features of the algorithms are the following:
-* work on small training sets with large number of features/kernels;
-* provide feature selection with controlled selectivity level;
-* use Matlab optimization solver and Mosek solver;
-* support precompiled kernels;
-* return a posteriori probability estimates;
-=== How to use ===
-=== Matlab code ===
-=== Publications ===