SoftMCC: An MCC-Brier Calibration Bridge for Threshold-Free Model Selection under Class Imbalance
SoftMCC:用于类别不平衡下无阈值模型选择的MCC-Brier校准桥梁
机构 * Sakarya University(萨卡里亚大学)
AI总结 SoftMCC是一种用于类别不平衡二分类的无阈值模型选择框架,耦合MCC校准恒等式与共享池选择协议,在18种设置中稳定性排名最优,为校准敏感的MCC家族选择器。
Comments 28 pages, 4 figures. Submitted to the Journal of Machine Learning Research