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 |
灵敏度的意思 |
特异性的意思 |
|
| CART_80 |
77.64% |
83.10% |
| RBF_80 |
78.07% |
86.17% |
| MLP_80 |
74.41% |
84.52% |
| Lin_80 |
80.29% |
88.96% |
| KNN_80 |
77.13% |
88.13% |
| AL_10_10 |
81.69% |
91.46% |
| KELM_20 |
79.44% |
90.81% |
| ELM_20 |
78.92% |
90.03% |
| AL_10_15 |
82.38% |
91.54% |
| KELM_25 |
78.43% |
90.72% |
| ELM_25 |
77.80% |
90.26% |
| AL_15_10 |
82.67% |
92.11% |
| KELM_25 |
80.54% |
91.23% |
| ELM_25 |
79.87% |
90.78% |
| AL_15_15 |
82.63% |
92.08% |
| KELM_30 |
81.88% |
91.91% |
| ELM_30 |
81.35% |
90.35% |
| AL_20_10 |
82.78% |
91.58% |
| KELM_30 |
81.83% |
90.03% |
| ELM_30 |
81.10% |
89.61% |
| AL_20_15 |
82.63% |
91.72% |
| KELM_35 |
81.95% |
90.18% |
| ELM_35 |
81.21% |
88.96% |
|
|
