US 2025/0155870 A1 · MULTI-PARAMETER INTERACTION INTERPRETATION TECHNIQUES FOR COMPLEX PREDICTION DOMAIN

Abstract

Various embodiments of the present disclosure provide parameter interpretation techniques for providing predictive insights for complex parameter combinations within a prediction domain. The techniques may include receiving an input parameter and one or more historical parameters for an entity. The techniques may include identifying, using a partial information decomposition (PID) data source, a plurality of PID scores based on the input parameter and the one or more historical parameters. The techniques may include determining an adverse outcome prediction based on the plurality of PID score and, in response to the adverse outcome prediction, initiating the performance of a prediction-based action.

Claims20

Dependent claims

A computer-implemented method, the computer-implemented method comprising:

receiving, by one or more processors, an input parameter and one or more historical parameters for an entity;
identifying, by the one or more processors and using a partial information decomposition (PID) data source, a plurality of PID scores based on the input parameter and the one or more historical parameters;
determining, by the one or more processors, an adverse outcome prediction based on the plurality of PID scores;
and
in response to the adverse outcome prediction, initiating, by the one or more processors, the performance of a prediction-based action.

2 more elements

Dependencies are inferred from the claim text.

Multi-parameter interaction interpretation techniques for complex prediction domain

Life of this patent

Multi-parameter interaction interpretation techniques for complex prediction domain

Life of this patent

Abstract

Claims20