{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9684874","patent":{"patent_number":"US-9684874","title":"Parallel decision or regression tree growing","assignee":null,"inventors":[],"filing_date":"2014-07-10T00:00:00.000Z","publication_date":"2017-06-20T00:00:00.000Z","cpc_codes":["G06N","G06F","G06N","G06N"],"num_claims":20,"abstract":"Embodiments relate to growing a plurality of trees in parallel. An aspect includes creating, for each of a plurality of trees, a data bag based on a training data set comprising a plurality of data records. Another aspect includes splitting the training data set into disjoint data sub-sets; and storing each of the sub-sets in a respective data slice. Another aspect includes performing a single pass through the data records stored in a data slice, thereby identifying one or more of the current nodes that are assigned data records; calculating an intermediate result for each identified current node based on all data records of said data slice; and merging intermediate results into a combined intermediate result. Another aspect includes, for each of the current nodes: calculating a split criterion from the combined intermediate result; and creating two or more child nodes of the current node based on the split criterion."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Parallel decision or regression tree growing","description":"Embodiments relate to growing a plurality of trees in parallel. An aspect includes creating, for each of a plurality of trees, a data bag based on a training data set comprising a plurality of data re","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9684874","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-9684874","citation_suggestion":"Patentable. \"Parallel decision or regression tree growing\" (US-9684874). https://patentable.app/patents/US-9684874","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9684874","json":"https://patentable.app/api/llm-context/US-9684874","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T03:52:48.235Z"}