|
| 条件 |
不平衡率 |
精度(%) |
G-mean |
| 中长期规划 |
支持向量机 |
GMM |
中长期规划 |
支持向量机 |
GMM |
|
| 1 |
100.0 |
75.58 |
71.68 |
62.05 |
0.7280 |
0.6932 |
0.5486 |
| 2 |
40.0 |
77.24 |
74.02 |
64.29 |
0.7496 |
0.7021 |
0.5776 |
| 3 |
20.0 |
79.73 |
75.18 |
65.01 |
0.7799 |
0.7318 |
0.5841 |
| 4 |
10.0 |
80.77 |
77.61 |
69.73 |
0.7912 |
0.7598 |
0.6570 |
| 5 |
5.0 |
81.49 |
78.57 |
74.15 |
0.7994 |
0.7696 |
0.7229 |
| 6 |
3.3 |
82.33 |
79.64 |
74.58 |
0.8102 |
0.7820 |
0.7272 |
| 7 |
2.5 |
82.47 |
79.92 |
75.28 |
0.8106 |
0.7845 |
0.7363 |
| 8 |
2.0 |
82.30 |
79.93 |
74.79 |
0.8086 |
0.7846 |
0.7314 |
| 9 |
1.7 |
82.43 |
80.70 |
75.69 |
0.8097 |
0.7816 |
0.7404 |
| 10 |
1.4 |
82.88 |
80.31 |
75.49 |
0.8167 |
0.7903 |
0.7379 |
| 11 |
1.3 |
83.38 |
81.03 |
75.98 |
0.8225 |
0.7979 |
0.7427 |
| 12 |
1.1 |
83.93 |
80.47 |
76.33 |
0.8290 |
0.7913 |
0.7470 |
| 13 |
1.0 |
83.87 |
80.65 |
76.39 |
0.8292 |
0.7931 |
0.7484 |
|
|
