Bayesian Neural Networks on UCI Concrete (test)
0.43RMSEPVI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PVI2024.06 | 0.43 | — | |
| UVI2024.06 | 0.5 | — | |
| SVI2024.06 | 0.5 | — | |
| SM2024.06 | 0.92 | — | |
| Ada-GWGMini-batch size=400, Particle size=100, Hidden units=50, Activation function=ReLU, Number of runs=10, p_0=22023.10 | 3.871 | 2.826 | |
| L2-GFMini-batch size=400, Particle size=100, Hidden units=50, Activation function=ReLU, Number of runs=10, p=22023.10 | 4.343 | 3.053 | |
| SVGDMini-batch size=400, Particle size=100, Hidden units=50, Activation function=ReLU, Number of runs=102023.10 | 4.436 | 3.035 | |
| SGLDMini-batch size=400, Particle size=100, Hidden units=50, Activation function=ReLU, Number of runs=102023.10 | 5.583 | 3.184 |