Patent ID: 11898552
Assignee: SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
Field: Engines, pumps, turbines (Mechanical engineering)
Classification: CPC F  E | IPC E  F

Claim 3:
4. The method of claim 1, wherein a Matthews Correlation Coefficient (MCC) that is an index for evaluating analysis performance is used in an objective function that is used for optimization during the optimizing, and the MCC is calculated by Equation 3,, MCC
     =
     
      
       
        TP
        ×
        TN
       
       -
       
        FP
        ×
        FN
       
      
      
       
        
         (
         
          TP
          +
          FP
         
         )
        
        ⁢
        
         (
         
          TP
          +
          FN
         
         )
        
        ⁢
        
         (
         
          TN
          +
          FP
         
         )
        
        ⁢
        
         (
         
          TN
          +
          FN
         
         )
        
       
      
     
    
   
   
    
     (
     3
     )
    
   
  
 

wherein TP is a true-positive frequency, TN is a true-negative frequency, FP is a false-positive frequency, and FN is a false-negative frequency.