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ResearchFormerly WizWand

Regression on energy efficiency (Quantile Loss)

0.029Quantile LossCLEAR
-0.009840.252330.51450.77667Jul 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CLEARConformalized variant (c)=false2025.070.029
PCS-EPISTEMIC-cConformalized variant (c)=true2025.070.03
CLEAR-cConformalized variant (c)=true2025.070.031
ALEATORIC-R-cConformalized variant (c)=true2025.070.035
CLEAR2025.070.052
DE2025.070.067
DE-conformalcalibrated=true2025.070.067
UACQR-SConformalized variant (c)=false2025.070.078
SQR-conformalcalibrated=true2025.070.188
SQR2025.070.221
UACQR-PConformalized variant (c)=false2025.071