Nonlinear Sufficient Dimension Reduction on Relative location of CT slices on axial axis (test)
0.0002MSEStoNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| StoNetq=1922022.10 | 0.0002 | 0.9986 | |
| StoNetq=962022.10 | 0.0002 | 0.9985 | |
| StoNetq=482022.10 | 0.0002 | 0.9982 | |
| StoNetq=242022.10 | 0.0002 | 0.998 | |
| StoNetq=122022.10 | 0.0002 | 0.998 | |
| StoNetq=62022.10 | 0.0002 | 0.998 | |
| StoNetq=32022.10 | 0.0004 | 0.9965 | |
| PCAq=962022.10 | 0.0026 | 0.9756 | |
| PCAq=1922022.10 | 0.0027 | 0.9755 | |
| PCAq=482022.10 | 0.0034 | 0.9682 | |
| PCAq=242022.10 | 0.0042 | 0.9612 | |
| PCAq=122022.10 | 0.0053 | 0.9499 | |
| Autoencoderq=1922022.10 | 0.0079 | 0.9267 | |
| PCAq=62022.10 | 0.0102 | 0.9023 | |
| Autoencoderq=962022.10 | 0.0106 | 0.9002 | |
| Autoencoderq=482022.10 | 0.0143 | 0.8562 | |
| Autoencoderq=242022.10 | 0.0185 | 0.8168 | |
| PCAq=32022.10 | 0.0209 | 0.7858 | |
| Autoencoderq=122022.10 | 0.0233 | 0.7579 | |
| Autoencoderq=62022.10 | 0.0304 | 0.6668 | |
| Autoencoderq=32022.10 | 0.0384 | 0.5529 |