Decision Potential Surface: A Theoretical and Practical Approximation of Large Language Model Decision Boundary

Zi Liang, Zhiyao Wu, Haoyang Shang +5

Decision boundary, the subspace of inputs where a machine learning model assigns equal classification probabilities to two classes, is pivotal in revealing core model properties an…