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METHOD FOR IMPROVING CLASSIFICATION RESULTS OF A CLASSIFIER

  • US 20140219553A1
  • Filed: 03/02/2012
  • Published: 08/07/2014
  • Est. Priority Date: 03/04/2011
  • Status: Active Grant
First Claim
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1. A method for improving classification results of a classifier including:

  • receiving, using a processor, classification results for a plurality of elements that have been classified by a classifier as one of a plurality of classes,constructing, using a processor, a graph having a plurality of nodes, each node corresponding to one of the elements, and a plurality of labels, each label corresponding to one of the classes,adding, using a processor, edges between nodes corresponding to related elements,adding, using a processor, edges between each node and each label, andusing a graph cut algorithm to cut edges to a node and partition the graph into classes, the graph cut algorithm using as input the classification results for the element corresponding to that node and related elements.

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