Steroid-free clinical remission (SFCR) prediction on IFX arm and ADA patients cohort (SFCR outcome)
68AUCLR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LRAugmentation Model=ARF, Condition=Augmented2026.04 | 68 | 8 | 1.1 | |
| LGBMAugmentation Model=ARF, Condition=Augmented2026.04 | 67 | 8 | 1.4 | |
| TabPFNAugmentation Model=ARF, Condition=Augmented2026.04 | 67 | 10 | 1 | |
| LGBMAugmentation Model=TVAE, Condition=Augmented2026.04 | 66 | 8 | 1.1 | |
| TabPFNAugmentation Model=BN, Condition=Augmented2026.04 | 66 | 7 | 0.9 | |
| TabPFNAugmentation Model=CTGAN, Condition=Augmented2026.04 | 66 | 8 | 0.9 | |
| TabPFNAugmentation Model=TVAE, Condition=Augmented2026.04 | 66 | 8 | 0.9 | |
| XGBAugmentation Model=ARF, Condition=Augmented2026.04 | 66 | 7 | 1.1 | |
| XGBAugmentation Model=BN, Condition=Augmented2026.04 | 66 | 8 | 1.3 | |
| RFAugmentation Model=ARF, Condition=Augmented2026.04 | 66 | 11 | 1 | |
| RFAugmentation Model=BN, Condition=Augmented2026.04 | 66 | 7 | 1 | |
| RFAugmentation Model=CTGAN, Condition=Augmented2026.04 | 66 | 8 | 0.9 | |
| RFAugmentation Model=TVAE, Condition=Augmented2026.04 | 66 | 7 | 1 | |
| LGBMAugmentation Model=BN, Condition=Augmented2026.04 | 65 | 10 | 1.1 | |
| LGBMAugmentation Model=CTGAN, Condition=Augmented2026.04 | 65 | 10 | 1.3 | |
| TabPFNAugmentation Model=ARF, Condition=Baseline2026.04 | 65 | 7 | 0.9 | |
| TabPFNAugmentation Model=BN, Condition=Baseline2026.04 | 65 | 7 | 0.9 | |
| TabPFNAugmentation Model=CTGAN, Condition=Baseline2026.04 | 65 | 7 | 0.9 | |
| TabPFNAugmentation Model=TVAE, Condition=Baseline2026.04 | 65 | 7 | 0.9 | |
| XGBAugmentation Model=CTGAN, Condition=Augmented2026.04 | 65 | 9 | 1.1 | |
| LRAugmentation Model=BN, Condition=Augmented2026.04 | 65 | 9 | 1.3 | |
| XGBAugmentation Model=TVAE, Condition=Augmented2026.04 | 64 | 9 | 1.1 | |
| RFAugmentation Model=ARF, Condition=Baseline2026.04 | 64 | 7 | 1 | |
| RFAugmentation Model=BN, Condition=Baseline2026.04 | 64 | 7 | 1 | |
| RFAugmentation Model=CTGAN, Condition=Baseline2026.04 | 64 | 7 | 1 | |
| RFAugmentation Model=TVAE, Condition=Baseline2026.04 | 64 | 7 | 1 | |
| LRAugmentation Model=CTGAN, Condition=Augmented2026.04 | 64 | 12 | 1 | |
| LRAugmentation Model=TVAE, Condition=Augmented2026.04 | 64 | 12 | 1 | |
| LGBMAugmentation Model=ARF, Condition=Baseline2026.04 | 62 | 10 | 1.3 | |
| LGBMAugmentation Model=BN, Condition=Baseline2026.04 | 62 | 10 | 1.3 | |
| LGBMAugmentation Model=CTGAN, Condition=Baseline2026.04 | 62 | 10 | 1.3 | |
| LGBMAugmentation Model=TVAE, Condition=Baseline2026.04 | 62 | 10 | 1.3 | |
| XGBAugmentation Model=ARF, Condition=Baseline2026.04 | 62 | 11 | 1.1 | |
| XGBAugmentation Model=BN, Condition=Baseline2026.04 | 62 | 11 | 1.1 | |
| XGBAugmentation Model=CTGAN, Condition=Baseline2026.04 | 62 | 11 | 1.1 | |
| XGBAugmentation Model=TVAE, Condition=Baseline2026.04 | 62 | 11 | 1.1 | |
| LRAugmentation Model=ARF, Condition=Baseline2026.04 | 62 | 14 | 1 | |
| LRAugmentation Model=BN, Condition=Baseline2026.04 | 62 | 14 | 1 | |
| LRAugmentation Model=CTGAN, Condition=Baseline2026.04 | 62 | 14 | 1 | |
| LRAugmentation Model=TVAE, Condition=Baseline2026.04 | 62 | 14 | 1 |