{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9734447","patent":{"patent_number":"US-9734447","title":"Generating accurate reason codes with complex non-linear modeling and neural networks","assignee":null,"inventors":[],"filing_date":"2017-04-26T00:00:00.000Z","publication_date":"2017-08-15T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","H04L"],"num_claims":30,"abstract":"A computer system computes a score for a received data exchange and, in accordance with a neural network and input variables determined by received current exchange and history data, the computed score indicates a condition suitable for a denial. A set of attribution scores are computed using an Alternating Decision Tree model in response to a computed score that is greater than a predetermined score threshold value for the denial. The computed score is provided to an assessment unit and, if the computed score indicates a condition suitable for the denial and if attribution scores are computed, then a predetermined number of input variable categories from a rank-ordered list of input variable categories is also provided to the assessment unit of the computer system."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Generating accurate reason codes with complex non-linear modeling and neural networks","description":"A computer system computes a score for a received data exchange and, in accordance with a neural network and input variables determined by received current exchange and history data, the computed scor","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9734447","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-9734447","citation_suggestion":"Patentable. \"Generating accurate reason codes with complex non-linear modeling and neural networks\" (US-9734447). https://patentable.app/patents/US-9734447","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9734447","json":"https://patentable.app/api/llm-context/US-9734447","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T15:38:13.289Z"}