研究文章
确定热休克蛋白家庭不平衡数据通过使用组合特性
表3
个人特性与重叠测试的预测结果通过使用支持向量机对HSP的家庭。
|
| 特性 |
HSP的家庭 |
OA (%) |
| HSP20 |
HSP40 |
HSP60 |
HSP70 |
一半 |
HSP100 |
|
| 清洁技术基金 |
Sn (%) |
74.86 |
90.92 |
54.72 |
67.27 |
53.85 |
67.9 |
80.92 |
| Sp (%) |
95.07 |
76.19 |
98.71 |
96.48 |
99.86 |
99.52 |
| 世纪挑战集团 |
0.7 |
0.68 |
0.63 |
0.66 |
0.69 |
0.75 |
| Acc (%) |
91.79 |
84.68 |
95.5 |
92.75 |
98.76 |
98.35 |
| SAAC |
Sn (%) |
81.07 |
97.53 |
58.49 |
75.9 |
57.69 |
74.07 |
87.25 |
| Sp (%) |
97.7 |
81.06 |
99.36 |
98.26 |
One hundred. |
99.48 |
| 世纪挑战集团 |
0.81 |
0.81 |
0.7 |
0.78 |
0.76 |
0.78 |
| Acc (%) |
95年 |
90.55 |
96.38 |
95.41 |
98.99 |
98.53 |
| 直流 |
Sn (%) |
90.96 |
96.66 |
68.55 |
84.89 |
63.46 |
77.78 |
90.69 |
| Sp (%) |
96.66 |
90.69 |
99.11 |
98.16 |
One hundred. |
99.86 |
| 世纪挑战集团 |
0.85 |
0.88 |
0.75 |
0.84 |
0.79 |
0.86 |
| Acc (%) |
95.73 |
94.13 |
96.88 |
96.47 |
99.13 |
99.04 |
| PseACS |
Sn (%) |
92.37 |
95.46 |
75.47 |
87.41 |
67.31 |
83.95 |
91.38 |
| Sp (%) |
99.01 |
89.94 |
98.71 |
98.16 |
99.91 |
99.33 |
| 世纪挑战集团 |
0.92 |
0.86 |
0.77 |
0.86 |
0.79 |
0.83 |
| Acc (%) |
97.94 |
93.12 |
97.02 |
96.79 |
99.13 |
98.76 |
|
|
