Binary Classification on UCI Twonorm (test)
99Accuracy (ei=0)Label Smoothing
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Label SmoothingSmooth Rate (r)=0.82021.06 | 99 | 99 | 98.6 | 98.2 | 96.8 | |
| Label SmoothingSmooth Rate (r)=0.62021.06 | 99 | 98.9 | 98.7 | 98.1 | 97.2 | |
| Label SmoothingSmooth Rate (r)=0.42021.06 | 99 | 99 | 98.7 | 98.3 | 97.1 | |
| Label SmoothingSmooth Rate (r)=0.22021.06 | 99 | 98.9 | 98.6 | 98.5 | 96.9 | |
| Vanilla Cross-EntropySmooth Rate (r)=02021.06 | 99 | 98.9 | 98.7 | 98.5 | 97.3 | |
| Negative Label SmoothingSmooth Rate (r)=-0.42021.06 | 98.6 | 98.8 | 98.8 | 98.6 | 97.2 | |
| Negative Label SmoothingSmooth Rate (r)=-0.62021.06 | 98.6 | 98.8 | 98.7 | 98.4 | 97.4 | |
| Negative Label SmoothingSmooth Rate (r)=-12021.06 | 98.6 | 98.6 | 98.8 | 98.5 | 97.7 | |
| Negative Label SmoothingSmooth Rate (r)=-22021.06 | 98.6 | 98.6 | 98.6 | 98.6 | 97.8 | |
| Negative Label SmoothingSmooth Rate (r)=-42021.06 | 98.6 | 98.6 | 98.6 | 98.6 | 98.3 | |
| Negative Label SmoothingSmooth Rate (r)=-82021.06 | 98.6 | 98.6 | 98.6 | 98.5 | 98.6 |