{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10489707","patent":{"patent_number":"US-10489707","title":"Unsupervised high-dimensional behavioral data classifier","assignee":null,"inventors":[],"filing_date":"2015-03-20T00:00:00.000Z","publication_date":"2019-11-26T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06F","G06F"],"num_claims":19,"abstract":"Methods for classifying subjects and analyzing the relation between subject classification and multiple features of the subjects are provided. Some embodiments of the disclosure provide processes that use clustering analysis as an unsupervised machine learning technique to classify subjects based on multiple features. Some embodiments may associate features of the subjects with a categorical variable on which subject groups are based. This association between the features and the categorical variable of interest (or subject groups) can be obtained by finding featured-based clusters that have similar members as the subject groups. Systems and computer program products implementing the methods are also disclosed."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Unsupervised high-dimensional behavioral data classifier","description":"Methods for classifying subjects and analyzing the relation between subject classification and multiple features of the subjects are provided. Some embodiments of the disclosure provide processes that","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10489707","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-10489707","citation_suggestion":"Patentable. \"Unsupervised high-dimensional behavioral data classifier\" (US-10489707). https://patentable.app/patents/US-10489707","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10489707","json":"https://patentable.app/api/llm-context/US-10489707","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:52:16.950Z"}