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Comparison of methods on prediction of biopsy samples
| Methods | MAPE | Average predictive variance |
|---|---|---|
| PI | 0.252 | - |
| Standard GP | 0.191 | 0.038 |
| Semi-GP | 0.189 | 0.039 |
| Co-training SVR-KNN | 0.243 | - |
| SSRR-AGLP | 0.201 | - |
| SS-RT | 0.231 | - |
| SAFER | 0.223 | - |
| KGL (no variance reduction) | 0.174 | 0.023 |
| KGL (random unlabeled sample selection) | 0.171 | 0.018 |
| KGL | 0.165 | 0.015 |
