{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9846637","patent":{"patent_number":"US-9846637","title":"Machine learning based software program repair","assignee":null,"inventors":[],"filing_date":"2015-12-02T00:00:00.000Z","publication_date":"2017-12-19T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N","G06N"],"num_claims":19,"abstract":"According to an aspect of an embodiment, a method may include identifying a fault location in a software program using a test suite. The method may further include determining, using machine learning, a repair effectiveness indication that indicates a potential effectiveness of performing a potential repair operation at the fault location. In addition, the method may include prioritizing implementing a repair at the fault location based on the repair effectiveness indication. The method may further include performing repair operations with respect to the software program based on the prioritization of the fault location."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning based software program repair","description":"According to an aspect of an embodiment, a method may include identifying a fault location in a software program using a test suite. The method may further include determining, using machine learning,","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9846637","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9846637","citation_suggestion":"Patentable. \"Machine learning based software program repair\" (US-9846637). https://patentable.app/patents/US-9846637","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9846637","json":"https://patentable.app/api/llm-context/US-9846637","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T09:19:40.258Z"}