{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11507865","patent":{"patent_number":"US-11507865","title":"Machine learning data cleaning","assignee":null,"inventors":[],"filing_date":"2020-07-30T00:00:00.000Z","publication_date":"2022-11-22T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N"],"num_claims":19,"abstract":"An information handling system may be configured to: receive time-series data regarding measurements of a physical variable; determine that a missing data point is missing from the time-series data, wherein the missing data point corresponds to a particular day of the week; in response to a determination that earlier corresponding data from the particular day of the week of an earlier week is available, copy the earlier corresponding data to replace the missing data; in response to a determination that later corresponding data from the particular day of the week of a later week is available, copy the later corresponding data to replace the missing data; and in response to a determination that neither the earlier corresponding data nor the later corresponding data is available, perform interpolation to replace the missing data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning data cleaning","description":"An information handling system may be configured to: receive time-series data regarding measurements of a physical variable; determine that a missing data point is missing from the time-series data, w","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11507865","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-11507865","citation_suggestion":"Patentable. \"Machine learning data cleaning\" (US-11507865). https://patentable.app/patents/US-11507865","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11507865","json":"https://patentable.app/api/llm-context/US-11507865","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T16:25:40.225Z"}