Classification on UCI Image
94.3AccuracyPeer
Evaluation results
| Method | Links | |
|---|---|---|
| PeerPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 94.3 | |
| NNPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 93 | |
| NNPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 90.9 | |
| SurrPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 90.9 | |
| PeerPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 90.6 | |
| SurrPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 90 | |
| SymmPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 89.7 | |
| SymmPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 89 | |
| DMIPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 87 | |
| SurrPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 86.2 | |
| DMIPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 86 | |
| DMIPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 84.5 | |
| PeerPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 83.6 | |
| NNPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 83.2 | |
| SymmPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 82.3 | |
| DMIPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.1, 0.32019.10 | 81.1 | |
| PeerPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 80.6 | |
| SurrPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 80.3 | |
| NNPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 80 | |
| SymmPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 78.8 | |
| DMIPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 76.3 | |
| DMIPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 76.2 | |
| SurrPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 75.5 | |
| PeerPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 74.1 | |
| NNPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 73.2 | |
| SymmPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 72.2 | |
| SurrPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.4, 0.42019.10 | 72 | |
| SymmPrior Equalization=p = 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 71.9 | |
| PeerPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 67.2 | |
| NNPrior Equalization=p != 0.5, Noise rates (e-1, e+1)=0.2, 0.42019.10 | 59.9 |