Cryptocurrency Q&A What are the goals of XAI?

What are the goals of XAI?

lucas_emma_entrepreneur lucas_emma_entrepreneur Thu Oct 24 2024 | 6 answers 1746
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? What are the goals of XAI?

6 answers

Daniele Daniele Sat Oct 26 2024
It enables stakeholders to understand how a particular outcome is derived.

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CryptoTitan CryptoTitan Sat Oct 26 2024
This understanding is crucial for identifying potential issues within the algorithms.

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CryptoEnthusiast 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.

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Valentino Valentino Sat Oct 26 2024
One such issue is unfair outcomes, which can arise due to various factors.

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Eleonora 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.

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