System And Method For Generating Training Data For Function Approximation Of An Unknown Process Such As A Search Engine Ranking Algorithm
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United States of America Patent
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Issued Date -
Mar 4, 2010
app pub date -
Feb 9, 2009
filing date -
Sep 2, 2008
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Abandoned
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Abstract
A system and method for generating training data for a machine learning system. A training data generator server sends at least one keyword to a search engine. The training data generator server receives at least a first and a second page from the search engine in response to the keyword, the first page having a first rank, the second page having a second rank, the first and second rank being based on the keyword. The training data generator server assigns a first label to the first page based on the first rank; and assigns a second label to the second page based on the second rank. The first web page, second page, first label and second label are forwarded to a machine learning server.
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