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EFFICIENT DUPLICATE DETECTION FOR MACHINE LEARNING

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专利名称:EFFICIENT DUPLICATE DETECTION FOR

MACHINE LEARNING DATA SETS

发明人:LEO PARKER DIRAC,ALEKSANDR

MIKHAYLOVICH INGERMAN

申请号:US14569458申请日:20141212

公开号:US20150379430A1公开日:20151231

专利附图:

摘要:At a machine learning service, a determination is made that an analysis to detectwhether at least a portion of contents of one or more observation records of a first data

set are duplicated in a second set of observation records is to be performed. Aduplication metric is obtained, indicative of a non-zero probability that one or moreobservation records of the second set are duplicates of respective observation recordsof the first set. In response to determining that the duplication metric meets a thresholdcriterion, one or more responsive actions are initiated, such as the transmission of anotification to a client of the service.

申请人:AMAZON TECHNOLOGIES, INC.

地址:Reno NV US

国籍:US

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