{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461648","patent":{"patent_number":"US-11461648","title":"Standardizing disparate data points","assignee":null,"inventors":[],"filing_date":"2020-03-04T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06N","G06N","G06N","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"In an approach to deploying a test input based on standardized disparate data points, one or more computer processors perform one or more tests on a test input resulting in one or more disparate data points that are either non-binary or binary. The one or more computer processors standardize the one or more disparate data points utilizing a trained binary classification model. The one or more computer processors generate one or more non-binary machine learning evaluation metrics based on the one or more standardized disparate data points. The one or more computer processors, responsive to the one or more generated non-binary machine learning evaluation metrics exceeding one or more thresholds, deploy the test input."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Standardizing disparate data points","description":"In an approach to deploying a test input based on standardized disparate data points, one or more computer processors perform one or more tests on a test input resulting in one or more disparate data ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461648","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-11461648","citation_suggestion":"Patentable. \"Standardizing disparate data points\" (US-11461648). https://patentable.app/patents/US-11461648","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461648","json":"https://patentable.app/api/llm-context/US-11461648","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T05:02:20.027Z"}