{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11281991","patent":{"patent_number":"US-11281991","title":"Efficient decision tree evaluation","assignee":null,"inventors":[],"filing_date":"2017-11-07T00:00:00.000Z","publication_date":"2022-03-22T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"A model optimization system can reduce the delays caused by cache misses and page faults by converting a model of one or more decision trees into machine code that is optimized to avoid these memory faults. The model optimization system can convert a model into machine code by converting each tree of the model into a series of nested if/then statements and converting each series of nested if/then statements into optimized machine code. In some implementations, the model can be converted into optimized machine code only when an amount of processing required to convert the model into the optimized machine code is less than the expected cost savings of using the optimized machine code, instead of an unmodified version of the model, over the life of the model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Efficient decision tree evaluation","description":"A model optimization system can reduce the delays caused by cache misses and page faults by converting a model of one or more decision trees into machine code that is optimized to avoid these memory f","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11281991","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-11281991","citation_suggestion":"Patentable. \"Efficient decision tree evaluation\" (US-11281991). https://patentable.app/patents/US-11281991","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11281991","json":"https://patentable.app/api/llm-context/US-11281991","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:39:34.518Z"}