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ResearchFormerly WizWand

Classification on UCI spect (train-test)

15.83Classification Error (%)r-DRO (kappa=m)
15.639216.927118.21519.5029May 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
r-DRO (kappa=m)N=267, k=22, m=22, kappa=22, Regularization=Lasso2022.0515.83
DRO (kappa=m)N=267, k=22, m=22, kappa=22, Regularization=None2022.0517.51
DRO (kappa=1)N=267, k=22, m=22, kappa=1, Regularization=None2022.0517.72
r-LRN=267, k=22, m=22, Regularization=Lasso2022.0517.79
r-DRO (kappa=1)N=267, k=22, m=22, kappa=1, Regularization=Lasso2022.0518.38
MT (kappa=1)N=267, k=22, m=22, kappa=1, Regularization=Mass transportation2022.0518.49
MT (kappa=m)N=267, k=22, m=22, kappa=22, Regularization=Mass transportation2022.0518.74
LRN=267, k=22, m=22, Regularization=None2022.0518.81
PI (alpha=0.05)N=267, k=22, m=22, alpha=0.05, Regularization=Profile inference2022.0520.6