|
|
分类器 |
加比噪声 |
| 0．00 |
0．01 |
0．02 |
0．03 |
0．04 |
0．05 |
|
| 精度 |
注 |
0.9659 |
0.9560 |
0.9339 |
0.8736 |
0.8186 |
0.7852 |
| 然而, |
0.9375 |
0.9325 |
0.9284 |
0.9373 |
0.9119 |
0.9260 |
| 支持向量机 |
0.9715 |
0.9701 |
0.9672 |
0.9583 |
0.9340 |
0.9075 |
| DBN |
0.9462 |
0.9434 |
0.9268 |
0.9076 |
0.8789 |
0.8479 |
| DDNN |
0.9700 |
0.9685 |
0.9582 |
0.9541 |
0.9381 |
0.9286 |
|
| 回忆 |
注 |
0.9655 |
0.9550 |
0.9294 |
0.8453 |
0.7387 |
0.6652 |
| 然而, |
0.9354 |
0.9324 |
0.9279 |
0.9369 |
0.9114 |
0.9249 |
| 支持向量机 |
0.9715 |
0.9700 |
0.9670 |
0.9580 |
0.9309 |
0.8964 |
| DBN |
0.9459 |
0.9429 |
0.9249 |
0.9039 |
0.8769 |
0.8393 |
| DDNN |
0.9700 |
0.9685 |
0.9580 |
0.9535 |
0.9399 |
0.9249 |
|
|
分数 |
注 |
0.9657 |
0.9555 |
0.9316 |
0.8592 |
0.7766 |
0.7202 |
| 然而, |
0.9364 |
0.9324 |
0.9281 |
0.9371 |
0.9116 |
0.9254 |
| 支持向量机 |
0.9715 |
0.9700 |
0.9671 |
0.9581 |
0.9324 |
0.9019 |
| DBN |
0.9460 |
0.9431 |
0.9258 |
0.9057 |
0.8779 |
0.8436 |
| DDNN |
0.9700 |
0.9685 |
0.9581 |
0.9538 |
0.9390 |
0.9267 |
|
|
