Known-K Coefficient-Regime Estimation Case 3.4, Ref 0.5-1.0
99.71Mean Coefficient EstimateMCMC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MCMCReference=1, Time/s=18.62025.10 | 99.71 | 0.0409 | |
| KNNReference=1, Time/s=2.32025.10 | 99.7 | 0.0318 | |
| K-meansReference=1, Time/s=3.82025.10 | 99.58 | 0.0338 | |
| BDMC*Reference=1, Time/s=20.22025.10 | 99.58 | 0.0338 | |
| GANsReference=1, Time/s=40.62025.10 | 99.58 | 0.0338 | |
| EMReference=1, Time/s=5.22025.10 | 93.85 | 0.1125 | |
| EMReference=0.75, Time/s=5.22025.10 | 80.11 | 0.1555 | |
| K-meansReference=0.75, Time/s=3.82025.10 | 75.61 | 0.036 | |
| BDMC*Reference=0.75, Time/s=20.22025.10 | 75.61 | 0.036 | |
| GANsReference=0.75, Time/s=40.62025.10 | 75.61 | 0.036 | |
| KNNReference=0.75, Time/s=2.32025.10 | 75.6 | 0.0397 | |
| MCMCReference=0.75, Time/s=18.62025.10 | 75.59 | 0.0458 | |
| EMReference=0.5, Time/s=5.22025.10 | 62.47 | 0.1398 | |
| K-meansReference=0.5, Time/s=3.82025.10 | 51.11 | 0.0278 | |
| BDMC*Reference=0.5, Time/s=20.22025.10 | 51.11 | 0.0277 | |
| GANsReference=0.5, Time/s=40.62025.10 | 51.11 | 0.0278 | |
| MCMCReference=0.5, Time/s=18.62025.10 | 50.98 | 0.0444 | |
| KNNReference=0.5, Time/s=2.32025.10 | 50.87 | 0.0225 |