Binary Classification on UCI Banana (test)
90.3Accuracy (ei=0)Label Smoothing
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Label SmoothingSmooth Rate (r)=0.62021.06 | 90.3 | 88.1 | 87.6 | 85.5 | 81.1 | |
| Label SmoothingSmooth Rate (r)=0.42021.06 | 90 | 88.7 | 87.4 | 85.9 | 80.7 | |
| Vanilla Cross-EntropySmooth Rate (r)=02021.06 | 89.7 | 88.1 | 87.1 | 84.9 | 83.3 | |
| Label SmoothingSmooth Rate (r)=0.82021.06 | 89.6 | 89.3 | 87.6 | 84.7 | 79 | |
| Label SmoothingSmooth Rate (r)=0.22021.06 | 89.6 | 89.4 | 87.6 | 85.6 | 81 | |
| Negative Label SmoothingSmooth Rate (r)=-0.42021.06 | 84.7 | 87.4 | 85.9 | 85.3 | 84 | |
| Negative Label SmoothingSmooth Rate (r)=-0.62021.06 | 84.5 | 86.4 | 86.1 | 85.9 | 83.7 | |
| Negative Label SmoothingSmooth Rate (r)=-12021.06 | 79.6 | 81.2 | 85.2 | 85.4 | 81.1 | |
| Negative Label SmoothingSmooth Rate (r)=-22021.06 | 75.9 | 76.4 | 81.9 | 85.2 | 81.9 | |
| Negative Label SmoothingSmooth Rate (r)=-42021.06 | 71.8 | 72.3 | 73.8 | 78.7 | 81.3 | |
| Negative Label SmoothingSmooth Rate (r)=-82021.06 | 70.3 | 70 | 69.9 | 73.5 | 73.5 |