Classification on UCI sonar (test)
0.469NLLLaplace
Evaluation results
| Method | Links | |
|---|---|---|
| LaplaceInference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.469 | |
| OvA-V2Inference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.48 | |
| VBLLInference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.48 | |
| OvA-V3Inference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.496 | |
| Ordinal-V2Inference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.515 | |
| Ordinal-V3Inference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.524 | |
| DeepEns(M=5)Inference cost=multi-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.54 | |
| CE-softmaxInference cost=single-pass, Backbone=single hidden layer width H=50, tanh activations, Seeds=202026.05 | 0.587 |