Patent ID: 11961619
Assignee: BRAIN TRUST INNOVATIONS I, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 3:
4. The method of claim 1, wherein the performing of the MLA includes measuring a global error in each training iteration for the NNM by:
calculating a local error, the local error being a difference between the output value of the NNM and the quantifiable outcome;
calculating the global error by summing all of the local errors in accordance with one of:
(1) Mean Square Error (MSE) formula, Σ
     n
    
    ⁢
    
     E
     2
    
   
   n
  
  ;
 

(2) Root Mean Square Error (RMS) formula, Σ
      n
     
     ⁢
     
      E
      2
     
    
    n
   
  
  ;, and
(3) Sum of Square Errors (ESS) formula, Σ
     n
    
    ⁢
    
     E
     2
    
   
   2
  
  ,
 

wherein represents a total number of the past patient events and E represents the local error.