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

Claim 3:
4. The computer-implemented method of claim 1, 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 the 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.