ResearchBenchmarksMultivariate Regression on Blog (real data)Multivariate Regression on Blog (real data)Follow59.225Volume Ratio (1-alpha=0.90)MKS29.5985237.2900144.981552.67299Apr 23, 2026Evaluation resultsMethodMethodLinksVolume Ratio (1-alpha=0.90)Volume Ratio (1-alpha=0.95)Volume Ratio (1-alpha=0.98)Volume Ratio (1-alpha=0.99)MKS Coverage (1-alpha=0.90)MKS Coverage (1-alpha=0.95)MKS Coverage (1-alpha=0.98)MKS Coverage (1-alpha=0.99)MKSd=3, Regression Model=...d=3, Regression Model=Ridge regression2026.0459.22565.75951.20733.58489.93394.97597.97298.923MKSd=2, Regression Model=...d=2, Regression Model=Ridge regression2026.0448.13863.77977.89159.40289.95994.96197.9798.958MKSd=4, Regression Model=...d=4, Regression Model=Ridge regression2026.0430.73836.0426.01114.22589.90194.95697.96298.941