{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12001177","patent":{"patent_number":"US-12001177","title":"Entropy-based techniques for creation of well-balanced computer based reasoning systems","assignee":null,"inventors":[],"filing_date":"2022-08-25T00:00:00.000Z","publication_date":"2024-06-04T00:00:00.000Z","cpc_codes":["G05B","G05B","G05B","G06F","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"Techniques are provided herein for creating well-balanced computer-based reasoning systems and using those to control systems. The techniques include receiving a request to determine whether to include one or more particular data elements in a computer-based reasoning model and determining two probability density or mass functions (“PDMFs”), one for the data set including the one or more particular data elements, once for the data set excluding it. Surprisal is determined based on those two PDMFs, and inclusion in the computer-based reasoning model is determined based on surprisal. A system is later controlled using the computer-based reasoning model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Entropy-based techniques for creation of well-balanced computer based reasoning systems","description":"Techniques are provided herein for creating well-balanced computer-based reasoning systems and using those to control systems. The techniques include receiving a request to determine whether to includ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12001177","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-12001177","citation_suggestion":"Patentable. \"Entropy-based techniques for creation of well-balanced computer based reasoning systems\" (US-12001177). https://patentable.app/patents/US-12001177","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12001177","json":"https://patentable.app/api/llm-context/US-12001177","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T08:38:22.228Z"}