Binary Classification on UCI Waveform (test)
10.7Misclassification RateGSAVE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GSAVEq=102022.10 | 10.7 | — | — | — | — | — | |
| StoNetq=102022.10 | 10.79 | — | — | — | — | — | |
| StoNetq=52022.10 | 10.91 | — | — | — | — | — | |
| GSAVEq=52022.10 | 10.95 | — | — | — | — | — | |
| GSIRq=102022.10 | 11.17 | — | — | — | — | — | |
| GSIRq=52022.10 | 11.4 | — | — | — | — | — | |
| KDRq=102022.10 | 12.54 | — | — | — | — | — | |
| KDRq=52022.10 | 12.69 | — | — | — | — | — | |
| LSMIEq=52022.10 | 13.36 | — | — | — | — | — | |
| LSMIEq=102022.10 | 13.69 | — | — | — | — | — | |
| SAVEq=102022.10 | 14.17 | — | — | — | — | — | |
| SAVEq=52022.10 | 14.27 | — | — | — | — | — | |
| PCAq=102022.10 | 14.3 | — | — | — | — | — | |
| SIRq=102022.10 | 14.44 | — | — | — | — | — | |
| SIRq=52022.10 | 14.53 | — | — | — | — | — | |
| PCAq=52022.10 | 14.86 | — | — | — | — | — | |
| Label SmoothingSmooth Rate (r)=0.82021.06 | — | 93.9 | 93.5 | 93.1 | 92.7 | 88.5 | |
| Label SmoothingSmooth Rate (r)=0.62021.06 | — | 94.3 | 94.3 | 94.3 | 92.9 | 90.1 | |
| Label SmoothingSmooth Rate (r)=0.42021.06 | — | 94.1 | 93.7 | 94.3 | 93.1 | 90.5 | |
| Label SmoothingSmooth Rate (r)=0.22021.06 | — | 94.1 | 93.5 | 93.3 | 93.1 | 91.3 | |
| Negative Label SmoothingSmooth Rate (r)=-0.22021.06 | — | 93.7 | 93.9 | 93.9 | 93.3 | 90.7 | |
| Negative Label SmoothingSmooth Rate (r)=-0.42021.06 | — | 92.5 | 93.7 | 93.9 | 93.3 | 91.7 | |
| Negative Label SmoothingSmooth Rate (r)=-0.82021.06 | — | 92.1 | 92.5 | 93.9 | 93.1 | 92.3 | |
| Negative Label SmoothingSmooth Rate (r)=-12021.06 | — | 92.1 | 92.3 | 93.3 | 92.9 | 90.7 | |
| Negative Label SmoothingSmooth Rate (r)=-22021.06 | — | 91.1 | 91.3 | 92.1 | 92.7 | 91.1 | |
| Vanilla Cross-EntropySmooth Rate (r)=02021.06 | — | 94.5 | 93.5 | 93.7 | 93.3 | 91.1 |