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ResearchFormerly WizWand

Linear Regression on CASP (test)

33.26Test MSEOracle OLS
-3,606.479620,961.762745,530.00570,098.2473Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Oracle OLSTraining Data=clean CASP only2025.1133.26
Expander-LTraining Data=contaminated mixture, Configuration=best candidate2025.11874.94
OLSTraining Data=contaminated mixture2025.111,075.54
Expander-1Training Data=contaminated mixture, Configuration=single seed2025.115,738.48
Theil–Sen regressionTraining Data=contaminated mixture2025.119,293.18
Ridge regressionTraining Data=contaminated mixture2025.1144,373.36
Huber regressionTraining Data=contaminated mixture2025.1175,303.59
RANSACTraining Data=contaminated mixture2025.1191,026.75