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Prediction with expert advice on COVID-19 hospitalization data Pennsylvania

48.61Average GainBest Linear Model
14.019622.999831.9840.9602Dec 7, 2025

Evaluation results

MethodLinks
Best Linear ModelPrivacy Level (mu)=inf2025.1248.61
Best Linear ModelPrivacy Level (mu)=12025.1244.3
RW-MetaPrivacy Level (mu)=inf2025.1243.7
RW-MetaPrivacy Level (mu)=12025.1240.32
Best Linear ModelPrivacy Level (mu)=0.52025.1238.06
RW-MetaPrivacy Level (mu)=0.52025.1234.71
Best Linear ModelPrivacy Level (mu)=0.252025.1228.73
Agarwal (Min Noise)Privacy Level (mu)=inf2025.1227.42
RW-MetaPrivacy Level (mu)=0.252025.1225.44
Agarwal (Min Noise)Privacy Level (mu)=12025.1223.55
Agarwal (Min Noise)Privacy Level (mu)=0.52025.1220.03
Agarwal (Min Noise)Privacy Level (mu)=0.252025.1216.09
Agarwal (Min Regret)Privacy Level (mu)=0.52025.1215.64
Agarwal (Min Regret)Privacy Level (mu)=inf2025.1215.51
Agarwal (Min Regret)Privacy Level (mu)=12025.1215.38
Agarwal (Min Regret)Privacy Level (mu)=0.252025.1215.35