The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 01, 2023
Filed:
May. 24, 2021
Red Hat, Inc., Raleigh, NC (US);
Srinivasa Bharath Kanta, Bangalore, IN;
Veera Raghava Beri Reddy, Bangalore, IN;
Pawan Vinayak Dhiran, Bangalore, IN;
Red Hat, Inc., Raleigh, NC (US);
Abstract
Systems and methods are described for automated classification of defective code from bug tracking tool data. An example method includes receiving a plurality of datasets representing a plurality of bug reports from a bug tracking application. Each dataset may be generated by vectorizing and clustering a source code associated with a respective bug report represented by the dataset. Each dataset may comprise a plurality of classes. At least one class of each dataset may indicate at least one known bug. For each dataset of the plurality of datasets, a respective supervised feature vector may be generated. Each supervised feature vector may be associated with an index of the at least one class with the at least one known bug. Using the supervised feature vectors, a classification model is trained to detect a new bug presence in a new source code.
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