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ResearchFormerly WizWand

Local prediction error on HAR 50% (train)

1Error RateMean-reg
-0.0286.91113.8520.789Jul 2, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Mean-regCorruption rate=0.002026.071
robust multi-task gradient descentCorruption rate=0.002026.071.4
robust multi-task gradient descentCorruption rate=0.052026.071.4
robust multi-task gradient descentCorruption rate=0.102026.071.4
robust multi-task gradient descentCorruption rate=0.152026.071.5
robust multi-task gradient descentCorruption rate=0.202026.071.5
robust multi-task gradient descentCorruption rate=0.252026.071.6
ARMULCorruption rate=0.002026.072
DirtyCorruption rate=0.002026.072.3
RMTFLCorruption rate=0.002026.072.3
RMTFLCorruption rate=0.052026.072.5
RMTFLCorruption rate=0.102026.072.5
RMTFLCorruption rate=0.152026.072.5
RMTFLCorruption rate=0.202026.072.5
RMTFLCorruption rate=0.252026.072.6
Mean-regCorruption rate=0.052026.072.7
Mean-regCorruption rate=0.102026.072.7
DirtyCorruption rate=0.102026.072.7
DirtyCorruption rate=0.152026.072.7
DirtyCorruption rate=0.202026.072.7
DirtyCorruption rate=0.252026.072.7
Single-taskCorruption rate=0.002026.072.8
Single-taskCorruption rate=0.052026.072.8
Single-taskCorruption rate=0.102026.072.8
Single-taskCorruption rate=0.152026.072.8
Single-taskCorruption rate=0.202026.072.8
Single-taskCorruption rate=0.252026.072.8
Mean-regCorruption rate=0.152026.072.8
Mean-regCorruption rate=0.202026.072.8
Mean-regCorruption rate=0.252026.072.8
DirtyCorruption rate=0.052026.072.8
AverageCorruption rate=0.002026.073.5
Trimmed meanCorruption rate=0.002026.073.5
BulyanCorruption rate=0.002026.073.5
FilteringCorruption rate=0.002026.073.5
FilteringCorruption rate=0.052026.073.5
MoM-FilteringCorruption rate=0.002026.073.5
MoM-FilteringCorruption rate=0.052026.073.5
HistoryCorruption rate=0.002026.073.5
BucketingCorruption rate=0.002026.073.5
Trimmed meanCorruption rate=0.052026.073.6
MedianCorruption rate=0.002026.073.8
Trimmed meanCorruption rate=0.102026.073.8
BulyanCorruption rate=0.052026.073.8
Trimmed meanCorruption rate=0.152026.073.9
HistoryCorruption rate=0.052026.073.9
MedianCorruption rate=0.052026.074
MedianCorruption rate=0.102026.074.1
Trimmed meanCorruption rate=0.202026.074.1
FilteringCorruption rate=0.102026.074.1
MoM-FilteringCorruption rate=0.102026.074.1
MedianCorruption rate=0.152026.074.2
Trimmed meanCorruption rate=0.252026.074.2
AverageCorruption rate=0.052026.074.3
MedianCorruption rate=0.202026.074.3
BucketingCorruption rate=0.052026.074.3
MedianCorruption rate=0.252026.074.4
FilteringCorruption rate=0.152026.074.4
MoM-FilteringCorruption rate=0.152026.074.4
HistoryCorruption rate=0.102026.074.6
ARMULCorruption rate=0.052026.074.7
BulyanCorruption rate=0.102026.074.9
HistoryCorruption rate=0.152026.075
BulyanCorruption rate=0.152026.075.1
FilteringCorruption rate=0.202026.075.4
MoM-FilteringCorruption rate=0.202026.075.4
BulyanCorruption rate=0.202026.075.5
BulyanCorruption rate=0.252026.075.5
FilteringCorruption rate=0.252026.075.9
MoM-FilteringCorruption rate=0.252026.075.9
BucketingCorruption rate=0.102026.076.3
HistoryCorruption rate=0.202026.076.7
AverageCorruption rate=0.102026.077.1
BucketingCorruption rate=0.152026.077.8
HistoryCorruption rate=0.252026.078.1
AverageCorruption rate=0.152026.079.3
BucketingCorruption rate=0.202026.0712.1
ARMULCorruption rate=0.102026.0713.4
AverageCorruption rate=0.202026.0713.6
BucketingCorruption rate=0.252026.0714.2
AverageCorruption rate=0.252026.0715
ARMULCorruption rate=0.152026.0715.5
MoM-KrumCorruption rate=0.002026.0715.8
MoM-KrumCorruption rate=0.052026.0715.9
MoM-KrumCorruption rate=0.102026.0716.3
MoM-KrumCorruption rate=0.152026.0716.4
MoM-KrumCorruption rate=0.252026.0716.6
MoM-KrumCorruption rate=0.202026.0716.9
ARMULCorruption rate=0.202026.0716.9
ARMULCorruption rate=0.252026.0717.1
RLRMTLCorruption rate=0.052026.0717.1
RLRMTLCorruption rate=0.102026.0717.1
RLRMTLCorruption rate=0.152026.0717.1
RLRMTLCorruption rate=0.002026.0717.2
RLRMTLCorruption rate=0.202026.0717.2
RLRMTLCorruption rate=0.252026.0717.2
KrumCorruption rate=0.252026.0726.4
KrumCorruption rate=0.102026.0726.6
KrumCorruption rate=0.152026.0726.6
KrumCorruption rate=0.202026.0726.7