Classification on Thyroid (test)
94.8F1 Score+Ours
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| +Ours#syn=+1K2024.04 | 94.8 | 96.39 | 95.23 | 97.55 | — | — | — | — | — | |
| +TabDDPM#syn=+1K2024.04 | 94.39 | 96.26 | 95.45 | 97.06 | — | — | — | — | — | |
| Original#syn=02024.04 | 94.23 | 95.08 | 91.14 | 99.02 | — | — | — | — | — | |
| +GReaT#syn=+1K2024.04 | 91.31 | 92.46 | 85.91 | 99.02 | — | — | — | — | — | |
| +TVAE#syn=+1K2024.04 | 90.45 | 92.2 | 86.36 | 98.04 | — | — | — | — | — | |
| +CopulaGAN#syn=+1K2024.04 | 86.73 | 88.71 | 78.41 | 99.02 | — | — | — | — | — | |
| +CTGAN#syn=+1K2024.04 | 76.4 | 81.14 | 62.27 | 100 | — | — | — | — | — | |
| +CTAB-GAN#syn=+1K2024.04 | 53.49 | 68.3 | 36.59 | 100 | — | — | — | — | — | |
| +CTAB-GAN+#syn=+1K2024.04 | 27.46 | 58.07 | 16.14 | 100 | — | — | — | — | — | |
| BSMNorm=[−1, 1], LR=0.0012026.03 | — | — | — | — | 82 | 0.83 | 39 | — | — | |
| Defrag2026.06 | — | — | — | — | — | — | — | 97 | — | |
| Defrag2026.06 | — | — | — | — | — | — | — | — | 97 | |
| Exact-ILRNorm=[−1, 1], lambda=0.99, LR=0.0012026.03 | — | — | — | — | 96 | 0.13 | 5 | — | — | |
| GDY2026.06 | — | — | — | — | — | — | — | 97 | — | |
| GDY#rules=10432026.06 | — | — | — | — | — | — | — | — | 99 | |
| GPDNorm=[−1, 1], alpha_epsilon=0.01, LR=0.012026.03 | — | — | — | — | 96 | 0.12 | 6 | — | — | |
| GRA2026.06 | — | — | — | — | — | — | — | 99 | — | |
| GRA#rules=10432026.06 | — | — | — | — | — | — | — | — | 99 | |
| IDS2026.06 | — | — | — | — | — | — | — | 16 | — | |
| IDS#rules=10432026.06 | — | — | — | — | — | — | — | — | 98 | |
| LR2026.06 | — | — | — | — | — | — | — | — | 93 | |
| LSMNorm=[−1, 1], LR=0.0012026.03 | — | — | — | — | 83 | 0.44 | 14 | — | — | |
| RF2026.06 | — | — | — | — | — | — | — | — | 99 | |
| RIPPER2026.06 | — | — | — | — | — | — | — | 9 | — | |
| RIPPER2026.06 | — | — | — | — | — | — | — | — | 98 |