研究文章
一个活跃的学习分类器进一步减少糖尿病性视网膜病变筛查系统成本
|
|
分类器 |
马克斯 |
最小值 |
的意思是 |
|
| 数据5- - - - - -7 |
CART_80 |
0.775 |
0.693 |
0.725 |
| RBF_80 |
0.805 |
0.728 |
0.770 |
| MLP_80 |
0.718 |
0.623 |
0.669 |
| Lin_80 |
0.856 |
0.741 |
0.818 |
| KNN_80 |
0.758 |
0.646 |
0.720 |
|
| 图5(一个) |
AL_10_10 |
0.872 |
0.799 |
0.838 |
| KELM_20 |
0.832 |
0.785 |
0.808 |
| ELM_20 |
0.804 |
0.725 |
0.783 |
|
| 图5 (b) |
AL_10_15 |
0.880 |
0.807 |
0.846 |
| KELM_25 |
0.803 |
0.776 |
0.790 |
| ELM_25 |
0.799 |
0.705 |
0.761 |
|
| 图6(一) |
AL_15_10 |
0.886 |
0.804 |
0.836 |
| KELM_25 |
0.834 |
0.771 |
0.798 |
| ELM_25 |
0.813 |
0.745 |
0.778 |
|
| 图6 (b) |
AL_15_15 |
0.871 |
0.797 |
0.851 |
| KELM_30 |
0.812 |
0.765 |
0.792 |
| ELM_30 |
0.804 |
0.705 |
0.769 |
|
| 图7(一) |
AL_20_10 |
0.874 |
0.800 |
0.839 |
| KELM_30 |
0.833 |
0.774 |
0.795 |
| ELM_30 |
0.824 |
0.763 |
0.790 |
|
| 图7 (b) |
AL_20_15 |
0.878 |
0.812 |
0.843 |
| KELM_35 |
0.837 |
0.776 |
0.811 |
| ELM_35 |
0.823 |
0.753 |
0.800 |
|
| 马克思列 |
|
0.886 |
0.812 |
0.851 |
|
|
