Patent ID: 11922311
Assignee: SAS INSTITUTE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. The non-transitory computer-readable medium of claim 1, wherein when the fairness measure type is an equalized odds fairness measure type, the constraint violation matrix is computed based on a difference between probability values defined using P(Yp|A=i, Y*=j), i=1, . . . , NSl, j=1, . . . , M and P(Yp|A=i, Y*≠j), i=1, . . . , NSl, j=1, . . . , M, where Yp indicates the second predicted target variable value, A indicates the sensitive attribute variable with possible values of 1 through NSl, NSl indicates a number of unique values of the sensitive attribute variable, Y* is the target variable value with possible values of 1 through M, and M indicates a number of unique values of the target variable.