Local prediction error on HAR 50% (train)
1Error RateMean-reg
Evaluation Results
| Method | Links | |
|---|---|---|
| Mean-regCorruption rate=0.002026.07 | 1 | |
| robust multi-task gradient descentCorruption rate=0.002026.07 | 1.4 | |
| robust multi-task gradient descentCorruption rate=0.052026.07 | 1.4 | |
| robust multi-task gradient descentCorruption rate=0.102026.07 | 1.4 | |
| robust multi-task gradient descentCorruption rate=0.152026.07 | 1.5 | |
| robust multi-task gradient descentCorruption rate=0.202026.07 | 1.5 | |
| robust multi-task gradient descentCorruption rate=0.252026.07 | 1.6 | |
| ARMULCorruption rate=0.002026.07 | 2 | |
| DirtyCorruption rate=0.002026.07 | 2.3 | |
| RMTFLCorruption rate=0.002026.07 | 2.3 | |
| RMTFLCorruption rate=0.052026.07 | 2.5 | |
| RMTFLCorruption rate=0.102026.07 | 2.5 | |
| RMTFLCorruption rate=0.152026.07 | 2.5 | |
| RMTFLCorruption rate=0.202026.07 | 2.5 | |
| RMTFLCorruption rate=0.252026.07 | 2.6 | |
| Mean-regCorruption rate=0.052026.07 | 2.7 | |
| Mean-regCorruption rate=0.102026.07 | 2.7 | |
| DirtyCorruption rate=0.102026.07 | 2.7 | |
| DirtyCorruption rate=0.152026.07 | 2.7 | |
| DirtyCorruption rate=0.202026.07 | 2.7 | |
| DirtyCorruption rate=0.252026.07 | 2.7 | |
| Single-taskCorruption rate=0.002026.07 | 2.8 | |
| Single-taskCorruption rate=0.052026.07 | 2.8 | |
| Single-taskCorruption rate=0.102026.07 | 2.8 | |
| Single-taskCorruption rate=0.152026.07 | 2.8 | |
| Single-taskCorruption rate=0.202026.07 | 2.8 | |
| Single-taskCorruption rate=0.252026.07 | 2.8 | |
| Mean-regCorruption rate=0.152026.07 | 2.8 | |
| Mean-regCorruption rate=0.202026.07 | 2.8 | |
| Mean-regCorruption rate=0.252026.07 | 2.8 | |
| DirtyCorruption rate=0.052026.07 | 2.8 | |
| AverageCorruption rate=0.002026.07 | 3.5 | |
| Trimmed meanCorruption rate=0.002026.07 | 3.5 | |
| BulyanCorruption rate=0.002026.07 | 3.5 | |
| FilteringCorruption rate=0.002026.07 | 3.5 | |
| FilteringCorruption rate=0.052026.07 | 3.5 | |
| MoM-FilteringCorruption rate=0.002026.07 | 3.5 | |
| MoM-FilteringCorruption rate=0.052026.07 | 3.5 | |
| HistoryCorruption rate=0.002026.07 | 3.5 | |
| BucketingCorruption rate=0.002026.07 | 3.5 | |
| Trimmed meanCorruption rate=0.052026.07 | 3.6 | |
| MedianCorruption rate=0.002026.07 | 3.8 | |
| Trimmed meanCorruption rate=0.102026.07 | 3.8 | |
| BulyanCorruption rate=0.052026.07 | 3.8 | |
| Trimmed meanCorruption rate=0.152026.07 | 3.9 | |
| HistoryCorruption rate=0.052026.07 | 3.9 | |
| MedianCorruption rate=0.052026.07 | 4 | |
| MedianCorruption rate=0.102026.07 | 4.1 | |
| Trimmed meanCorruption rate=0.202026.07 | 4.1 | |
| FilteringCorruption rate=0.102026.07 | 4.1 | |
| MoM-FilteringCorruption rate=0.102026.07 | 4.1 | |
| MedianCorruption rate=0.152026.07 | 4.2 | |
| Trimmed meanCorruption rate=0.252026.07 | 4.2 | |
| AverageCorruption rate=0.052026.07 | 4.3 | |
| MedianCorruption rate=0.202026.07 | 4.3 | |
| BucketingCorruption rate=0.052026.07 | 4.3 | |
| MedianCorruption rate=0.252026.07 | 4.4 | |
| FilteringCorruption rate=0.152026.07 | 4.4 | |
| MoM-FilteringCorruption rate=0.152026.07 | 4.4 | |
| HistoryCorruption rate=0.102026.07 | 4.6 | |
| ARMULCorruption rate=0.052026.07 | 4.7 | |
| BulyanCorruption rate=0.102026.07 | 4.9 | |
| HistoryCorruption rate=0.152026.07 | 5 | |
| BulyanCorruption rate=0.152026.07 | 5.1 | |
| FilteringCorruption rate=0.202026.07 | 5.4 | |
| MoM-FilteringCorruption rate=0.202026.07 | 5.4 | |
| BulyanCorruption rate=0.202026.07 | 5.5 | |
| BulyanCorruption rate=0.252026.07 | 5.5 | |
| FilteringCorruption rate=0.252026.07 | 5.9 | |
| MoM-FilteringCorruption rate=0.252026.07 | 5.9 | |
| BucketingCorruption rate=0.102026.07 | 6.3 | |
| HistoryCorruption rate=0.202026.07 | 6.7 | |
| AverageCorruption rate=0.102026.07 | 7.1 | |
| BucketingCorruption rate=0.152026.07 | 7.8 | |
| HistoryCorruption rate=0.252026.07 | 8.1 | |
| AverageCorruption rate=0.152026.07 | 9.3 | |
| BucketingCorruption rate=0.202026.07 | 12.1 | |
| ARMULCorruption rate=0.102026.07 | 13.4 | |
| AverageCorruption rate=0.202026.07 | 13.6 | |
| BucketingCorruption rate=0.252026.07 | 14.2 | |
| AverageCorruption rate=0.252026.07 | 15 | |
| ARMULCorruption rate=0.152026.07 | 15.5 | |
| MoM-KrumCorruption rate=0.002026.07 | 15.8 | |
| MoM-KrumCorruption rate=0.052026.07 | 15.9 | |
| MoM-KrumCorruption rate=0.102026.07 | 16.3 | |
| MoM-KrumCorruption rate=0.152026.07 | 16.4 | |
| MoM-KrumCorruption rate=0.252026.07 | 16.6 | |
| MoM-KrumCorruption rate=0.202026.07 | 16.9 | |
| ARMULCorruption rate=0.202026.07 | 16.9 | |
| ARMULCorruption rate=0.252026.07 | 17.1 | |
| RLRMTLCorruption rate=0.052026.07 | 17.1 | |
| RLRMTLCorruption rate=0.102026.07 | 17.1 | |
| RLRMTLCorruption rate=0.152026.07 | 17.1 | |
| RLRMTLCorruption rate=0.002026.07 | 17.2 | |
| RLRMTLCorruption rate=0.202026.07 | 17.2 | |
| RLRMTLCorruption rate=0.252026.07 | 17.2 | |
| KrumCorruption rate=0.252026.07 | 26.4 | |
| KrumCorruption rate=0.102026.07 | 26.6 | |
| KrumCorruption rate=0.152026.07 | 26.6 | |
| KrumCorruption rate=0.202026.07 | 26.7 |