Text Classification on RCV1 v2 (val)
86.4Accuracy (Val)GaussianDropout
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GaussianDropoutDR=0.2, Ep=32025.12 | 86.4 | 0.083 | |
| DropConnectDR=0.0, Ep=22025.12 | 86.2 | 0.088 | |
| DropConnectDR=0.0, Ep=32025.12 | 85.7 | 0.082 | |
| PerNodeGaussianDR=0.5, Ep=32025.12 | 84.7 | 0.085 | |
| DropoutDR=0.1, Ep=32025.12 | 84.6 | 0.085 | |
| PerNodeBernoulli_FDR=0.8, Ep=22025.12 | 84.5 | 0.076 | |
| PerNodeBernoulliDR=0.1, Ep=32025.12 | 84.5 | 0.084 | |
| DropoutDR=0.2, Ep=32025.12 | 83.9 | 0.085 | |
| PerNodeGaussian_FDR=0.6, Ep=32025.12 | 83.8 | 0.082 | |
| DropoutDR=0.2, Ep=42025.12 | 83.8 | 0.083 | |
| GaussianDropoutDR=0.1, Ep=32025.12 | 83.3 | 0.084 | |
| PerNodeGaussianDR=0.0, Ep=32025.12 | 83.2 | 0.085 | |
| GaussianDropoutDR=0.3, Ep=42025.12 | 82.9 | 0.083 | |
| PerNodeBernoulliDR=0.7, Ep=32025.12 | 82.8 | 0.083 | |
| PerNodeGaussian_FDR=0.2, Ep=32025.12 | 82.5 | 0.082 | |
| PerNodeBernoulli_FDR=0.8, Ep=32025.12 | 81.6 | 0.08 | |
| PerNodeGaussianDR=0.8, Ep=32025.12 | 81.3 | 0.085 | |
| PerNodeGaussian_FDR=0.9, Ep=22025.12 | 81.1 | 0.077 | |
| PerNodeBernoulli_FDR=0.9, Ep=22025.12 | 81 | 0.073 | |
| DropConnectDR=0.1, Ep=32025.12 | 80.6 | 0.087 | |
| PerNodeBernoulliDR=0.5, Ep=32025.12 | 80.2 | 0.082 |