Is a
Patent attributes
Patent Applicant
Patent Jurisdiction
Patent Number
Patent Inventor Names
Changsung Kang0
Jean-Marc Langlois0
Hongwei Shang0
Kostas Tsioutsiouliklis0
Date of Patent
April 2, 2024
0Patent Application Number
171075740
Date Filed
November 30, 2020
0Patent Citations
Patent Primary Examiner
Patent abstract
One or more computing devices, systems, and/or methods for oversampling for imbalanced test data are provided. A classifier is configured to classify data points as either belonging to a first class or a second class. A determination may be made that the first class and the second class are imbalanced where a first number of data points estimated to be part of the first class is a threshold amount less than a second number of data points estimated to be part of the second class. An oversampling ratio is determined for the first class. The oversampling ratio is used to select a sample set of data points for editorial labeling, where the sampling set of data points comprises a total number of data points below a threshold amount.
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