Patent ID: 11928603
Assignee: KYNDRYL, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. The computer implemented method of claim 15, wherein the regularization metric is R′(β)=RSS+Rn, wherein, RSS
  =
  
   
    
     ∑
      
    
    
     i
     =
     1
    
    n
   
   ⁢
   
    
     (
     
      
       y
       i
      
      -
      
       β
       0
      
      -
      
       
        
         ∑
          
        
        
         j
         =
         1
        
        p
       
       ⁢
       
        β
        0
       
       ⁢
       
        x
        
         i
         ⁢
         j
        
       
      
     
     )
    
    2, indicates the Residual Sum of Squares and, R
   n
  
  =
  
   λ
   ⁢
   
    
     ∑
      
    
    
     j
     =
     1
    
    p
   
   ⁢
   
    R
    ⁡
    (
    
     β
     i
    
    ), is a rank or regularization magnitude pursuant to a regularization method, wherein, R
   n
  
  =
  
   λ
   ⁢
   
    
     ∑
      
    
    
     j
     =
     1
    
    p
   
   ⁢
   
    
     ❘
     "\[LeftBracketingBar]"
    
    
     β
     j
    
    
     ❘
     "\[RightBracketingBar]", if the regularization method is the Least Absolute Shrinkage and Selection Operator (LASSO), and wherein, R
   n
  
  =
  
   λ
   ⁢
   
    
     ∑
      
    
    
     j
     =
     1
    
    p
   
   ⁢
   
    β
    j
    2, if the regularization method is the Ridge Regression (RR).