Patent ID: 11881316
Assignee: OPTUM SERVICES (IRELAND) LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. The system of claim 9, wherein generating the structure-based prediction comprises:
generating, using a co-occurrence analysis machine learning model, one or more structurally non-hierarchical predictions associated with a hierarchical prediction domain based at least in part on one or more prediction inputs, wherein (i) the co-occurrence analysis machine learning model is associated with a predictive co-occurrence score between each feature-node pair of a predictive feature set of one or more predictive feature sets and a prediction node of a plurality of prediction nodes, (ii) the hierarchical prediction domain is associated with one or more hierarchical predictive relationships among a plurality of prediction nodes, (iii) the one or more hierarchical predictive relationships define, for each of the plurality of prediction nodes, a corresponding hierarchical predictive position, and (iv) each of the one or more structurally non-hierarchical predictions is determined without regard to the corresponding hierarchical predictive position of the corresponding prediction node; and
generating the structure-based prediction based at least in part on the one or more structurally non-hierarchical predictions in addition to the one or more unstructured-fused predictions.