Method and computer program product for producing a record clustering with estimated clustering accuracy metrics with confidence intervals

摘要

A method is provided for producing a record clustering with estimated accuracy metrics with confidence intervals. These metrics can be used to determine whether a clustering should be accepted as the output of the system, and whether model training is necessary to meet desired clustering accuracy. A collection of test records is used in the process, wherein each test record is a member of a collection of input records.