{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11995519","patent":{"patent_number":"US-11995519","title":"Method of and server for converting categorical feature value into a numeric representation thereof and for generating a split value for the categorical feature","assignee":null,"inventors":[],"filing_date":"2018-06-06T00:00:00.000Z","publication_date":"2024-05-28T00:00:00.000Z","cpc_codes":["G06N","G06F","G06N","G06N","G06N"],"num_claims":9,"abstract":"There is disclosed a method of and a system for training and using a Machine Learning Algorithm (MLA), the MLA using a decision tree model having a decision tree. During training a training object being associated with a categorical feature and is processed at a node of the decision tree. The method comprises calculating a numeric representation of the categorical feature and the value of the splits for the node “in-line” with generating a given iteration of the decision tree."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method of and server for converting categorical feature value into a numeric representation thereof and for generating a split value for the categorical feature","description":"There is disclosed a method of and a system for training and using a Machine Learning Algorithm (MLA), the MLA using a decision tree model having a decision tree. During training a training object bei","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11995519","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-11995519","citation_suggestion":"Patentable. \"Method of and server for converting categorical feature value into a numeric representation thereof and for generating a split value for the categorical feature\" (US-11995519). https://patentable.app/patents/US-11995519","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11995519","json":"https://patentable.app/api/llm-context/US-11995519","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:42:02.237Z"}