{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11507869","patent":{"patent_number":"US-11507869","title":"Predictive modeling and analytics for processing and distributing data traffic","assignee":null,"inventors":[],"filing_date":"2020-04-02T00:00:00.000Z","publication_date":"2022-11-22T00:00:00.000Z","cpc_codes":["G06N","G06N","G06F","G06F","G06N"],"num_claims":20,"abstract":"A system and method for generating and deploying a machine learning model for a real-time environment. User selected coefficients and training data are received via a graphical user interface. A first machine learning algorithm is invoked for generating a first machine learning model based on the received data. Accuracy of predictions by the first model are tested, and a determination is made that the accuracy of predictions of the first model is below a threshold value. In response to such a determination, a particular criterion is evaluated. In response to determining that the criterion is satisfied, a second machine learning algorithm is invoked for generating a second machine learning model based on the received data. The model is deployed instead of the first model for making real-time predictions based on incoming data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Predictive modeling and analytics for processing and distributing data traffic","description":"A system and method for generating and deploying a machine learning model for a real-time environment. User selected coefficients and training data are received via a graphical user interface. A first","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11507869","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-11507869","citation_suggestion":"Patentable. \"Predictive modeling and analytics for processing and distributing data traffic\" (US-11507869). https://patentable.app/patents/US-11507869","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11507869","json":"https://patentable.app/api/llm-context/US-11507869","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:10:43.835Z"}