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Regression on ca_housing (Interval Score Loss)

220,000Interval Score LossCLEAR-c
216,400240,700265,000289,300Jul 10, 2025

Evaluation results

MethodLinks
CLEAR-cPrediction interval level=95%, Number of seeds=10, Conformalization=Split validation/calibration2025.07220,000
CLEARPrediction interval level=95%, Number of seeds=102025.07220,000
PCS-EPISTEMIC-cPrediction interval level=95%, Number of seeds=10, Conformalization=Split validation/calibration2025.07230,000
UACQR-PPrediction interval level=95%, Number of seeds=102025.07240,000
UACQR-SPrediction interval level=95%, Number of seeds=102025.07240,000
CLEARPrediction Interval=95%, Aggregated Seeds=102025.07240,000
SQRPrediction Interval=95%, Aggregated Seeds=102025.07240,000
SQR-conformalPrediction Interval=95%, Aggregated Seeds=102025.07240,000
ALEATORIC-R-cPrediction interval level=95%, Number of seeds=10, Conformalization=Split validation/calibration2025.07250,000
DEPrediction Interval=95%, Aggregated Seeds=102025.07310,000
DE-conformalPrediction Interval=95%, Aggregated Seeds=102025.07310,000