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User interface for machine learning feature engineering studio

机译:机器学习功能工程工作室的用户界面

摘要

A machine learning feature studio comprises a user interface configured to allow a user to define features associated with an entity. The features are calculated using historical or real-time data stored in an event store and associated with the entity. Visualizations and values of the calculated feature are displayed in the user interface and the user may interact with the features, such as to edit and compare them. The user commits the features to the project associated with a machine learning model and selects to export the project. Feature vectors may are calculated using the committed features and are exported to a production environment.
机译:机器学习功能Studio包括用户界面,该用户界面被配置为允许用户定义与实体相关联的功能。 使用存储在事件存储中的历史或实时数据并与实体相关联来计算特征。 计算出特征的可视化和值显示在用户界面中,用户可以与特征交互,例如编辑和比较它们。 用户将功能与机器学习模型相关联的项目,并选择导出项目。 特征向量可以使用已提交的功能计算,并将其导出到生产环境。

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