研究文章
βLact-Pred:预测为识别开发Beta-Lactamases使用统计时刻和PseAAC通过5步法则
表3
性能分析的10倍交叉验证结果(20次迭代)βLact-Pred。
|
| 10倍(迭代) |
精度指标 |
| Acc (%) |
Sp (%) |
Sn (%) |
世纪挑战集团 |
AUC |
|
| 1 |
93.92 |
97.23 |
99.74 |
0.97 |
0.99 |
| 2 |
96.11 |
97.97 |
99.90 |
0.98 |
1.00 |
| 3 |
93.87 |
97.00 |
99.12 |
0.98 |
0.99 |
| 4 |
94.68 |
97.26 |
99.32 |
0.98 |
0.99 |
| 5 |
95.03 |
97.58 |
97.22 |
0.98 |
0.99 |
| 6 |
96.26 |
98.72 |
97.59 |
0.98 |
1.00 |
| 7 |
93.38 |
99.00 |
98.32 |
0.98 |
0.98 |
| 8 |
94.04 |
97.00 |
97.23 |
0.97 |
0.99 |
| 9 |
96.24 |
98.30 |
97.57 |
0.99 |
1.00 |
| 10 |
93.34 |
96.00 |
96.97 |
0.99 |
0.98 |
| 11 |
94.94 |
97.32 |
96.63 |
0.97 |
0.99 |
| 12 |
93.41 |
99.80 |
99.01 |
0.98 |
0.99 |
| 13 |
93.72 |
99.00 |
99.91 |
0.98 |
0.99 |
| 14 |
93.90 |
95.11 |
99.89 |
0.98 |
0.99 |
| 15 |
94.09 |
96.44 |
99.23 |
0.98 |
0.99 |
| 16 |
96.12 |
98.00 |
99.12 |
0.98 |
1.00 |
| 17 |
94.25 |
96.79 |
98.90 |
0.98 |
0.99 |
| 18 |
95.15 |
97.70 |
97.26 |
0.98 |
0.99 |
| 19 |
94.17 |
96.57 |
99.32 |
0.98 |
0.99 |
| 20. |
95.60 |
97.82 |
97.34 |
0.97 |
1.00 |
| 平均 |
94.61 |
97.80 |
99.89 |
0.98 |
1.00 |
|
|
