Patent ID: 11893466
Assignee: ZESTFINANCE, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. The non-transitory computer-readable storage medium of claim 16, wherein the machine-executable instructions, when executed by the one or more processors, further cause the one or more processors to:
generate a compositional network that includes the adversarial classifier and the predictive model as sub-networks;
generate adversarial training data for the adversarial classifier, wherein the adversarial training data includes a fourth output generated by the predictive model and corresponding actual values for each of the at least one sensitive attribute;
pre-train the adversarial classifier on at least a portion of the adversarial training data; and
generate and output to an operator device a graphical user interface (GUI) comprising a report comprising comparison data comprising a contribution of each of a plurality of predictive variables in the predictive model and the iteratively trained predictive model, wherein the comparison data reflects a relative fairness of the predictive model and the iteratively trained predictive model with respect to the at least one sensitive attribute.