Patent ID: 11898552
Assignee: SK INNOVATION CO., LTD.
Field: Engines, pumps, turbines (Mechanical engineering)
Classification: CPC F  E | IPC E  F

Claim 16:
17. The system of claim 16, wherein a modified MCC is calculated by Equation 4 by applying a condition of calculating the MCC by giving a weight of 5 to the TP so that an optimized condition attaches importance to the TP, and a condition of classifying TF (true false) data as the TP when the TP is over 10% of the TF data, and an optimization algorithm used for optimization when the modified MCC is the objective function is a Particle Swarm Optimization (PSO),, MCC
      modified
     
     =
     
      
       
        5
        ×
        TP
        ×
        TN
       
       -
       
        FP
        ×
        FN
       
      
      
       
        
         (
         
          
           5
           ×
           TP
          
          +
          FP
         
         )
        
        ⁢
        
         (
         
          
           5
           ×
           TP
          
          +
          FN
         
         )
        
        ⁢
        
         (
         
          TN
          +
          FP
         
         )
        
        ⁢
        
         (
         
          TN
          +
          FN
         
         )
        
       
      
     
    
   
   
    
     (
     4
     )