Classification on Breast Cancer Wisconsin (10-fold cross-val)
0.96AUCRegularized Stein Thinning
Evaluation results
| Method | Links | |
|---|---|---|
| Regularized Stein ThinningSampler=NUTS Sampler, m=502023.01 | 0.96 | |
| Regularized Stein ThinningSampler=NUTS Sampler, m=1002023.01 | 0.96 | |
| Regularized Stein ThinningSampler=NUTS Sampler, m=3002023.01 | 0.96 | |
| Regularized Stein Thinningm=50, Sampler=NUTS2023.01 | 0.96 | |
| Regularized Stein Thinningm=300, Sampler=NUTS2023.01 | 0.96 | |
| Stein ThinningSampler=NUTS Sampler, m=3002023.01 | 0.93 | |
| Regularized Stein ThinningSampler=MALA Sampler, m=502023.01 | 0.93 | |
| Regularized Stein ThinningSampler=MALA Sampler, m=1002023.01 | 0.93 | |
| Stein Thinningm=300, Sampler=NUTS2023.01 | 0.93 | |
| Stein ThinningSampler=NUTS Sampler, m=1002023.01 | 0.91 | |
| Stein ThinningSampler=NUTS Sampler, m=502023.01 | 0.88 | |
| Regularized Stein ThinningSampler=MALA Sampler, m=3002023.01 | 0.88 | |
| Stein Thinningm=50, Sampler=NUTS2023.01 | 0.88 | |
| Stein ThinningSampler=MALA Sampler, m=1002023.01 | 0.72 | |
| Stein ThinningSampler=MALA Sampler, m=3002023.01 | 0.72 | |
| Stein ThinningSampler=MALA Sampler, m=502023.01 | 0.68 |