Systems, methods, and computer program products for generating code to retrieve aggregated data for machine learning models

• Main Authors: HUANG ROBERT CHUNIU, SONG HUIMIN, GU YU, XU, RUO, JOHNSON SIMON
• Format: Patent
• Language: Chinese; English
• Published: 26.04.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC COMMUNICATION TECHNIQUE; ELECTRIC DIGITAL DATA PROCESSING; ELECTRICITY; PHYSICS; TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION

A system is provided that includes at least one processor programmed or configured to: receive an XML data file, where the XML data file includes data associated with one or more input parameters of a machine learning model; generating a code generation template based on the data included in the XML file associated with one or more input parameters of the machine learning model, wherein the code generation template includes one or more keys associated with one or more parameters of transaction aggregation of a user's account; and generate an executable code file based on the code generation template, where the executable code file includes instructions that, when executed by at least one processor, cause the at least one processor to retrieve transaction aggregation data associated with the transaction aggregation of the account of the user. A method and a computer program product are also provided. 提供了一种系统，其包括至少一个处理器，所述至少一个处理器被编程或配置成：接收XML数据文件，其中所述XML数据文件包括与机器学习模型的一个或多个输入参数相关联的数据；基于所述XML文件中包括的与所述机器学习模型的一个或多个