Patent ID: 11860941
Assignee: SYMPHONYAI SENSA LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. The non-transitory computer readable medium of claim 1 wherein the score for each topological representation is calculated as follows:, (
   
    
     
      ∑
      
       groups
       ⁢
          
       g
      
     
     
      
       entropy
       (
       g
       )
      
      *
      #pts
      ⁢
      
       (
       g
       )
      
     
    
    +
    
     N
     
      50
      *
      #pts
      ⁢
      
       (
       g
       )
      
     
    
   
   )
  
  *
  
   {
   
    
     
      if
      ⁢
         
      #groups
     
     <
     #cat
    
    ,
    
     then
     ⁢
     
      #cats
      #groups
     
    
    ,
    
     else
     ⁢
     
       
        
     
     ⁢
     1, wherein groups g is each g of a topological representation, entropy (g) is the entropy of that particular group, # pts(g) is a number of data points in that particular group, N is a number of nodes in the group, # groups is a number of groups in the particular topological representation and # cats is a number of categories of shared characteristics of the data set.