Distributed hierarchical text classification framework
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United States of America Patent
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Oct 5, 2010
Grant Date -
May 29, 2008
app pub date -
Aug 15, 2006
filing date -
Jun 26, 2006
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Abstract
A method and system for distributed training of a hierarchical classifier for classifying documents using a classification hierarchy is provided. A training system provides training data that includes the documents and classifications of the documents within the classification hierarchy. The training system distributes the training of the classifiers of the hierarchical classifier to various agents so that the classifiers can be trained in parallel. For each classifier, the training system identifies an agent that is to train the classifier. Each agent then trains its classifiers.
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