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SYSTEMS AND METHODS FOR CLASSIFYING DATA USING HIERARCHICAL CLASSIFICATION MODEL

Abstract:

A system for classifying data may include a memory unit storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving data from a client device. The operations may include retrieving a hierarchical classification model from a storage device. The hierarchical classification model may include a top model and a plurality of child models arranged in a tree structure. The operations may include classifying, by the top model, the received data into a plurality of categories. The categories may include a conjoined category containing data that belongs to a subset of the categories. The categories may include classifying, by a child model of the top model, the received data within the conjoined category. The categories may include transmitting, to the client device, a result of the classifying by the top model and the child model.