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Tricks of the trade for training SVMs
Published on 2007-02-255673 Views
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Presentation
Tricks of the trade for training SVMs00:02
SVM can not watch TV.02:19
Problem Statement03:28
Linear SVM in the primal05:33
Non-linear SVMs10:34
Complexity11:45
Trick12:54
Greedy choice of the subset21:41
Multiclass experiment29:11
Where do we spend our money in the dual formulation?30:49
Select patterns35:33
Condensation and Editing35:54
Cross-Training37:23
But.... we lost control!40:03
Current Quests and Spinoff41:03
Overview43:19
Conjectures – Lynching the speaker is prohibited43:35
If someone puts a gun44:50
SON45:41
References45:49