Classification on UCI Mice Protein (test)
96.65AccuracySMOTE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SMOTENreal=5002026.05 | 96.65 | — | — | |
| RealNreal=5002026.05 | 96.44 | — | — | |
| SPADANreal=5002026.05 | 96.13 | — | — | |
| TAPNreal=5002026.05 | 96.11 | — | — | |
| TabDiffNreal=5002026.05 | 94.99 | — | — | |
| ARFNreal=5002026.05 | 94.56 | — | — | |
| TabDDPMNreal=5002026.05 | 93.81 | — | — | |
| TVAENreal=5002026.05 | 93.75 | — | — | |
| CTGANNreal=5002026.05 | 93.71 | — | — | |
| TAPNreal=2002026.05 | 86.51 | — | — | |
| RealNreal=2002026.05 | 86 | — | — | |
| SMOTENreal=2002026.05 | 85.98 | — | — | |
| SPADANreal=2002026.05 | 84.03 | — | — | |
| TabDDPMNreal=2002026.05 | 81.1 | — | — | |
| ARFNreal=2002026.05 | 81.09 | — | — | |
| TabDiffNreal=2002026.05 | 80.97 | — | — | |
| CTGANNreal=2002026.05 | 80.93 | — | — | |
| TVAENreal=2002026.05 | 78.48 | — | — | |
| TAPNreal=1002026.05 | 73.06 | — | — | |
| GPSSLvariant=full2025.12 | 72.5 | 0.96 | 0.078 | |
| RealNreal=1002026.05 | 71.96 | — | — | |
| SMOTENreal=1002026.05 | 71.27 | — | — | |
| VICReg2025.12 | 71.2 | 0.945 | 0.166 | |
| kernel PCA2025.12 | 70.7 | 0.952 | 0.156 | |
| SPADANreal=1002026.05 | 68.86 | — | — | |
| TabDiffNreal=1002026.05 | 67.21 | — | — | |
| TabDDPMNreal=1002026.05 | 66.95 | — | — | |
| CTGANNreal=1002026.05 | 65.13 | — | — | |
| ARFNreal=1002026.05 | 65.01 | — | — | |
| TVAENreal=1002026.05 | 63.59 | — | — | |
| TAPNreal=502026.05 | 61.78 | — | — | |
| GPSSLvariant=mean2025.12 | 59.9 | 0.895 | 0.294 | |
| SMOTENreal=502026.05 | 59.4 | — | — | |
| RealNreal=502026.05 | 59.39 | — | — | |
| SPADANreal=502026.05 | 55.78 | — | — | |
| ARFNreal=502026.05 | 55.53 | — | — | |
| TabDiffNreal=502026.05 | 54.15 | — | — | |
| TabDDPMNreal=502026.05 | 54.05 | — | — | |
| TVAENreal=502026.05 | 50.64 | — | — | |
| CTGANNreal=502026.05 | 49.51 | — | — | |
| TAPNreal=202026.05 | 44.6 | — | — | |
| Original2025.12 | 41.4 | 0.855 | 0.63 | |
| SMOTENreal=202026.05 | 41.34 | — | — | |
| TabDiffNreal=202026.05 | 37.85 | — | — | |
| SPADANreal=202026.05 | 37.59 | — | — | |
| TVAENreal=202026.05 | 36.93 | — | — | |
| ARFNreal=202026.05 | 36.91 | — | — | |
| RealNreal=202026.05 | 36.21 | — | — | |
| TabDDPMNreal=202026.05 | 34.05 | — | — | |
| CTGANNreal=202026.05 | 32.35 | — | — |