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OpenDAS
dlib
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5a4a62f7
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5a4a62f7
authored
May 19, 2012
by
Davis King
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updated docs
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@@ -2607,7 +2607,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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@@ -2607,7 +2607,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
<p>
<p>
To elaborate, a graph labeling problem is a task to learn a binary classifier which
To elaborate, a graph labeling problem is a task to learn a binary classifier which
predicts the label of each node in a graph. Additionally, we have information in
predicts the label of each node in a graph. Additionally, we have information in
the form of
graph
edges between nodes where edges are present when we believe the
the form of edges between nodes where edges are present when we believe the
linked nodes are likely to have the same label. Therefore, part of a graph labeling
linked nodes are likely to have the same label. Therefore, part of a graph labeling
problem is to learn to score each edge in terms of how strongly the edge should enforce
problem is to learn to score each edge in terms of how strongly the edge should enforce
labeling consistency between its two nodes.
labeling consistency between its two nodes.
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