研究文章
一种特征选择算法集成最大分类信息和最小依赖信息交互功能
|
| 数据集 |
NDCRFS |
假正经的 |
IG-RFE |
iwf |
多边化 |
dwf |
CIFE |
|
| 淋巴管造影 |
43.935 |
41.893 |
41.473 |
41.347 |
42.322 |
43.002 |
42.322 |
| 皮肤病学 |
95.021 |
94.434 |
94.149 |
94.187 |
95.021 |
93.337 |
94.727 |
| Cardiotocography |
98.401 |
98.401 |
98.401 |
98.401 |
98.401 |
98.401 |
98.401 |
| Pendigits |
94.569 |
94.343 |
94.196 |
93.782 |
93.768 |
94.222 |
93.675 |
| 肺 |
87.774 |
79.918 |
85.113 |
75.964 |
83.842 |
84.157 |
77.236 |
| Carcinom |
70.604 |
54.586 |
25.79 |
48.292 |
56.822 |
53.999 |
24.3 |
| Nci9 |
69.929 |
61.012 |
65.095 |
60.667 |
71.083 |
57.929 |
60.226 |
| PCMAC |
87.906 |
86.464 |
86.515 |
82.502 |
85.897 |
86.669 |
80.805 |
| Pixraw10P |
99.0 |
97.0 |
96.0 |
92.0 |
95.0 |
92.0 |
95.0 |
| 烟- - - - - - - 187 |
64.125 |
62.006 |
61.494 |
63.656 |
62.077 |
65.747 |
57.852 |
| 淋巴瘤 |
87.75 |
79.75 |
80.0 |
69.528 |
82.806 |
69.417 |
86.917 |
| COIL20 |
79.876 |
67.614 |
72.762 |
63.186 |
62.895 |
70.629 |
58.295 |
| 平均准确率 |
81.574 |
76.452 |
75.082 |
73.626 |
77.495 |
75.792 |
72.48 |
| 赢/领带/损失 |
11/1/0 |
11/1/0 |
11/1/0 |
10/1/1 |
10/1/1 |
11/1/0 |
|
|
