PROFILING A POPULATION OF EXAMPLES
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United States of America Patent
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Issued Date -
Oct 29, 2015
app pub date -
Mar 26, 2015
filing date -
Apr 25, 2014
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Abstract
A method for profiling a population of examples includes a computer receiving a dataset representative of the population of examples, a user selection of a population constraint, and an indication of a goal. The computer generates shallow fixed-depth trees based on the dataset and determines a collection of leaves of the shallow fixed-depth trees meeting the population constraint. Next, the computer sorts the collection of leaves based on a degree to which the goal is met. Then, the computer creates one or more profiles based on the collection of leaves.
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