分类器 | 准确率 | 平均精确率 | 平均召回率 | 平均F1分数 | AUC |
CE | 0.727 | 0.732 | 0.750 | 0.723 | 0.820 |
WCE loss | 0.758 | 0.754 | 0.774 | 0.752 | 0.824 |
LDAM loss | 0.758 | 0.772 | 0.792 | 0.756 | 0.848 |
Focal loss | 0.758 | 0.754 | 0.774 | 0.752 | 0.832 |
Minimax | 0.788 | 0.792 | 0.816 | 0.785 | 0.859 |