Classification on Pima Indians Diabetes (10-fold cross-validation)
0.57AUCRegularized Stein Thinning
Evaluation results
| Method | Links | |
|---|---|---|
| Regularized Stein ThinningSampler=NUTS Sampler, m=3002023.01 | 0.57 | |
| Regularized Stein Thinningm=300, Sampler=NUTS2023.01 | 0.57 | |
| Regularized Stein ThinningSampler=MALA Sampler, m=3002023.01 | 0.56 | |
| Regularized Stein ThinningSampler=NUTS Sampler, m=1002023.01 | 0.55 | |
| Stein ThinningSampler=NUTS Sampler, m=3002023.01 | 0.53 | |
| Stein ThinningSampler=MALA Sampler, m=1002023.01 | 0.53 | |
| Stein ThinningSampler=MALA Sampler, m=3002023.01 | 0.53 | |
| Stein Thinningm=300, Sampler=NUTS2023.01 | 0.53 | |
| Stein ThinningSampler=NUTS Sampler, m=502023.01 | 0.52 | |
| Stein ThinningSampler=NUTS Sampler, m=1002023.01 | 0.52 | |
| Stein Thinningm=50, Sampler=NUTS2023.01 | 0.52 | |
| Stein ThinningSampler=MALA Sampler, m=502023.01 | 0.51 | |
| Regularized Stein ThinningSampler=MALA Sampler, m=1002023.01 | 0.51 | |
| Regularized Stein ThinningSampler=NUTS Sampler, m=502023.01 | 0.5 | |
| Regularized Stein Thinningm=50, Sampler=NUTS2023.01 | 0.5 | |
| Regularized Stein ThinningSampler=MALA Sampler, m=502023.01 | 0.48 |