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Server computer and networked computer system for evaluating, storing, and managing labels for classification model evaluation and training
Server computer and networked computer system for evaluating, storing, and managing labels for classification model evaluation and training
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机译:用于评估,存储和管理分类模型评估和培训的标签的服务器计算机和网络计算机系统
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摘要
A system for use in monitoring an operation of a classification model in generating estimated labels for item records is described herein. The system receives a current labeling budget value including a number of trusted labels available for use in a labeling operation, determines a current selection probability for each item record included in an item list as a function of the current labeling budget value, selects a plurality of item records from the item list as a function of each corresponding current selection probability, and generates a sampling list including the selected item records. The system determines a risk measurement value associated with the classification model indicating an accuracy of the estimated labels as compared to trusted labels associated with the item records.
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