I'm interested in understanding the objectives or aims behind the field of XAI. Specifically, what are the main goals that researchers and practitioners in this area are trying to achieve?
            
            
            
            
            
            
           
          
          
            6 answers
            
            
  
    
    Daniele
    Sat Oct 26 2024
   
  
    It enables stakeholders to understand how a particular outcome is derived.
  
  
 
            
            
  
    
    CryptoTitan
    Sat Oct 26 2024
   
  
    This understanding is crucial for identifying potential issues within the algorithms.
  
  
 
            
            
  
    
    CryptoEnthusiast
    Sat Oct 26 2024
   
  
    The primary objective of XAI is to provide clarity regarding the attributes and decision-making procedures inherent in ML algorithms.
  
  
 
            
            
  
    
    Valentino
    Sat Oct 26 2024
   
  
    One such issue is unfair outcomes, which can arise due to various factors.
  
  
 
            
            
  
    
    Eleonora
    Sat Oct 26 2024
   
  
    One factor is the quality of the training data used to develop the algorithm. If the data is flawed or biased, it can lead to biased outcomes.