Density Estimation on Adult UCI repository (test)
-13.17Avg Log-Likelihood (nats)FVSBN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FVSBN2013.10 | -13.17 | — | |
| NADEOrdering strategy=fixed order2013.10 | -13.19 | — | |
| EoNADENumber of hidden layers=1, Ensemble size=16, Ordering strategy=order-agnostic2013.10 | -13.19 | — | |
| EoNADENumber of hidden layers=1, Ensemble size=2, Ordering strategy=order-agnostic2013.10 | -13.35 | — | |
| NADENumber of hidden layers=1, Ordering strategy=order-agnostic2013.10 | -13.51 | — | |
| NADENumber of hidden layers=2, Ordering strategy=order-agnostic2013.10 | -13.53 | — | |
| NADENumber of hidden layers=3, Ordering strategy=order-agnostic2013.10 | -13.54 | — | |
| RBM2013.10 | -16.26 | — | |
| MoBernoullis2013.10 | -20.44 | — | |
| DARN2015.02 | — | 13.19 | |
| EONADEHidden layers=1hl, Number of orderings=162015.02 | — | 13.19 | |
| FVSBN2015.02 | — | 13.17 | |
| MADE2015.02 | — | 13.12 | |
| MADESampling strategy=mask sampling2015.02 | — | 13.13 | |
| MoBernoullis2015.02 | — | 20.44 | |
| NADEOrdering strategy=fixed order2015.02 | — | 13.19 | |
| RBM2015.02 | — | 16.26 |