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.