Density Estimation on Mushrooms (test)
-9.68Avg Log-Likelihood (nats)EoNADE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EoNADENumber of hidden layers=1, Ensemble size=16, Ordering strategy=order-agnostic2013.10 | -9.68 | — | |
| NADEOrdering strategy=fixed order2013.10 | -9.81 | — | |
| EoNADENumber of hidden layers=1, Ensemble size=2, Ordering strategy=order-agnostic2013.10 | -9.88 | — | |
| NADENumber of hidden layers=2, Ordering strategy=order-agnostic2013.10 | -10.05 | — | |
| NADENumber of hidden layers=1, Ordering strategy=order-agnostic2013.10 | -10.06 | — | |
| NADENumber of hidden layers=3, Ordering strategy=order-agnostic2013.10 | -10.1 | — | |
| FVSBN2013.10 | -10.27 | — | |
| MoBernoullis2013.10 | -14.46 | — | |
| RBM2013.10 | -15.15 | — | |
| DARN2015.02 | — | 9.55 | |
| EONADEHidden layers=1hl, Number of orderings=162015.02 | — | 9.69 | |
| FVSBN2015.02 | — | 10.27 | |
| MADE2015.02 | — | 9.68 | |
| MADESampling strategy=mask sampling2015.02 | — | 9.69 | |
| MoBernoullis2015.02 | — | 14.46 | |
| NADEOrdering strategy=fixed order2015.02 | — | 9.81 | |
| RBM2015.02 | — | 15.15 |