UNSUPERVISED MACHINE LEARNING LEVERAGING HUMAN COGNITIVE ABILITY LEARNING LOOP WORKFLOW

    公开(公告)号:US20230394119A1

    公开(公告)日:2023-12-07

    申请号:US18322643

    申请日:2023-05-24

    CPC classification number: G06F18/2431 G06F18/23

    Abstract: Disclosed is a method for developing a model to classify data. The method involves receiving plural data points, grouping each data point into one or more groups via a clustering algorithm, assigning each data point an index based one or more groups into which each data point is grouped, and classifying all indexed-data points of a group and labelling the classified indexed-data points of the group with the same label. Also disclosed is a method for classifying data. The method involves receiving incoming data points, comparing the incoming data points to a corpus of labelled data points, the corpus of labelled data points including data points that have been grouped via a clustering algorithm and labelled with a same label, and labeling an incoming data point with a label based on a match between the incoming data point and a labelled data pack.

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