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Taddeüs Kroes
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64871a17
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64871a17
authored
Dec 22, 2011
by
Taddeus Kroes
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Updated Discussion section.
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@@ -616,10 +616,16 @@ entire dataset. An optimization in the training would be to use a number of
different combinations of learning and test sets. This is called
cross-validation.
We think this would be a useful
l
improvement since our learning set contains a
We think this would be a useful improvement since our learning set contains a
number of weird characters. The effect of these characters would be decreased
if we can use every character in the dataset to train the SVM.
\subsection
{
Number of support vectors
}
It could be useful to check the number of support vectors used by the SVM. If
this number is high in proportion to the number of dimensions in the feature
vectors, it may be profitable to use a more simple type of SVM.
\subsection
{
Other Local Binary Patterns
}
We had some good results but of course there are more things to explore.
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