{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11488036","patent":{"patent_number":"US-11488036","title":"Multi-class classification evaluation metric determination","assignee":null,"inventors":[],"filing_date":"2020-02-21T00:00:00.000Z","publication_date":"2022-11-01T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"A computer-implemented method for determining an evaluation metric value for a multi-class classifier with unknown labels may be provided. The method comprises providing a trained classifier system for classifying input data vectors resulting in a plurality of result label values and respective probability vectors, predicting, based on received input data vectors, result label values and respective probability vectors, and receiving feedback data comprising respective feedback label values. The method comprises also mapping each of the feedback label values to a respective highest probability dimension value of the related probability vector resulting in an index map, and determining, based on the index map, an evaluation metric value for the quality of the trained classifier system."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Multi-class classification evaluation metric determination","description":"A computer-implemented method for determining an evaluation metric value for a multi-class classifier with unknown labels may be provided. The method comprises providing a trained classifier system fo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11488036","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-11488036","citation_suggestion":"Patentable. \"Multi-class classification evaluation metric determination\" (US-11488036). https://patentable.app/patents/US-11488036","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11488036","json":"https://patentable.app/api/llm-context/US-11488036","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:17:58.759Z"}