{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9710751","patent":{"patent_number":"US-9710751","title":"Parallel tree based prediction","assignee":null,"inventors":[],"filing_date":"2014-07-10T00:00:00.000Z","publication_date":"2017-07-18T00:00:00.000Z","cpc_codes":["G06N","G06F","G06N"],"num_claims":20,"abstract":"Embodiments relate to performing an ensemble model based prediction for a set of input data records. An aspect includes creating an assignment table assigning all data records in the input data set to a root node of a tree. Another aspect includes splitting the assignment tables into disjoint sub-tables. Another aspect includes storing each of the sub-tables to a respective data slice. Another aspect includes designating root nodes of each of the plurality of trees as a set of current nodes. Another aspect includes evaluating split conditions of each identified current node based on data records that are assigned to the current node; re-assigning said input data records to one or more child-nodes; using the child nodes of all current nodes as the set of current nodes; and calculating a prediction result from the assignment of data records to the leaf nodes of each of a plurality of trees."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Parallel tree based prediction","description":"Embodiments relate to performing an ensemble model based prediction for a set of input data records. An aspect includes creating an assignment table assigning all data records in the input data set to","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9710751","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-9710751","citation_suggestion":"Patentable. \"Parallel tree based prediction\" (US-9710751). https://patentable.app/patents/US-9710751","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9710751","json":"https://patentable.app/api/llm-context/US-9710751","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T19:49:37.281Z"}