{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11481647","patent":{"patent_number":"US-11481647","title":"Determining high impact features for a prediction of a machine learning model","assignee":null,"inventors":[],"filing_date":"2020-03-13T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["G06N","G06N"],"num_claims":24,"abstract":"A system trains a machine learning based model to predict the likelihood of an outcome for an entity, for example, a user. The system determines, for a particular prediction for a user, impact scores that indicate how each feature of the user impacted the prediction for that user. The feature impact scores are ranked to select features for the user that had the highest impact on the prediction. The system generates a description for the high impact features and provides the description, for example, for display via a user interface."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Determining high impact features for a prediction of a machine learning model","description":"A system trains a machine learning based model to predict the likelihood of an outcome for an entity, for example, a user. The system determines, for a particular prediction for a user, impact scores ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11481647","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-11481647","citation_suggestion":"Patentable. \"Determining high impact features for a prediction of a machine learning model\" (US-11481647). https://patentable.app/patents/US-11481647","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11481647","json":"https://patentable.app/api/llm-context/US-11481647","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:37:06.336Z"}