ResearchBenchmarksMultivariate Regression on House (real data)Follow95.057Volume Ratio (1-alpha=0.90)MKS59.3028468.5851777.867587.14983Apr 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 regression2026.0495.05795.1873.05159.71789.99194.9697.93498.962MKSd=2, Regression Model=...d=2, Regression Model=Ridge regression2026.0488.65591.52984.2968.92189.97994.98197.97699.006MKSd=4, Regression Model=...d=4, Regression Model=Ridge regression2026.0460.67859.41741.42326.7490.03894.95997.89498.868