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

Claim 23:
24. The non-transitory computer-readable medium of claim 1, wherein when the fairness measure type is an equalized opportunity fairness measure type, the conditional moments matrix is computed using μd=gd,1, d=1, . . . , NSl and μAll=ge, where μ indicates the conditional moments matrix, NSl indicates a number of unique values of the sensitive attribute variable, g
    
     d
     ,
     1
    
   
   =
   
    
     N
     
      d
      ,
      1
     
    
    N
   
  
  ,, d=1, . . . , NSl, Nd,1 indicates a number of observation vectors of the plurality of observation vectors having the sensitive attribute variable value equal to d, the second predicted target variable value equal to e in the most recent repetition of (D), and the target variable value equal to e,, g
    e
   
   =
   
    
     N
     e
    
    N
   
  
  ,, Ne indicates a number or observation vectors of the plurality of observation vectors having the second predicted target variable value equal to e in the most recent repetition of (D) and the target variable value equal to e, and e indicates the predefined target event value.