Interpretability Versus Accuracy: Striking The Right Balance
In the rapidly evolving field of artificial intelligence (AI), the tension between achieving high accuracy and maintaining model interpretability is a central concern. This article, crafted by T\ufffdm\ufffdt\ufffdp\ufffd Ọl\ufffdd\ufffdkun, dives into this conundrum, exploring the trade-offs, definitions, objectives, metrics, and practical approaches to find the right balance between the two. We examine how different use…