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Infrastructure and architecture for development and execution of predictive models
Infrastructure and architecture for development and execution of predictive models
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机译:开发和执行预测模型的基础架构和体系结构
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摘要
A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.
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