Ordinal response prediction on Synthetic users N=20,000 (test)
0.607Ordinal MSErandom
Evaluation Results
| Method | Links | |
|---|---|---|
| randomQuery budget (T)=862026.05 | 0.607 | |
| random_fixedQuery budget (T)=862026.05 | 0.607 | |
| nonadaptiveQuery budget (T)=862026.05 | 0.607 | |
| greedyQuery budget (T)=862026.05 | 0.607 | |
| greedyQuery budget (T)=502026.05 | 0.614 | |
| greedyQuery budget (T)=302026.05 | 0.631 | |
| nonadaptiveQuery budget (T)=502026.05 | 0.634 | |
| random_fixedQuery budget (T)=502026.05 | 0.637 | |
| randomQuery budget (T)=502026.05 | 0.641 | |
| greedyQuery budget (T)=202026.05 | 0.651 | |
| greedyQuery budget (T)=152026.05 | 0.666 | |
| random_fixedQuery budget (T)=302026.05 | 0.669 | |
| nonadaptiveQuery budget (T)=302026.05 | 0.671 | |
| randomQuery budget (T)=302026.05 | 0.673 | |
| greedyQuery budget (T)=102026.05 | 0.684 | |
| random_fixedQuery budget (T)=202026.05 | 0.688 | |
| randomQuery budget (T)=202026.05 | 0.693 | |
| nonadaptiveQuery budget (T)=202026.05 | 0.694 | |
| random_fixedQuery budget (T)=152026.05 | 0.698 | |
| nonadaptiveQuery budget (T)=152026.05 | 0.703 | |
| randomQuery budget (T)=152026.05 | 0.708 | |
| greedyQuery budget (T)=52026.05 | 0.715 | |
| nonadaptiveQuery budget (T)=102026.05 | 0.723 | |
| random_fixedQuery budget (T)=102026.05 | 0.727 | |
| randomQuery budget (T)=102026.05 | 0.728 | |
| nonadaptiveQuery budget (T)=52026.05 | 0.738 | |
| random_fixedQuery budget (T)=52026.05 | 0.748 | |
| randomQuery budget (T)=52026.05 | 0.757 | |
| CAT-MGRMQuery budget (T)=862026.05 | 0.793 | |
| CAT-GRMQuery budget (T)=502026.05 | 0.795 | |
| CAT-GRMQuery budget (T)=862026.05 | 0.796 | |
| CAT-MGRMQuery budget (T)=502026.05 | 0.798 | |
| CAT-MGRMQuery budget (T)=302026.05 | 0.804 | |
| CAT-GRMQuery budget (T)=302026.05 | 0.807 | |
| CAT-MGRMQuery budget (T)=202026.05 | 0.808 | |
| CAT-GPCMQuery budget (T)=862026.05 | 0.809 | |
| CAT-MGPCMQuery budget (T)=302026.05 | 0.81 | |
| CAT-GPCMQuery budget (T)=502026.05 | 0.812 | |
| CAT-MGPCMQuery budget (T)=862026.05 | 0.812 | |
| CAT-MGRMQuery budget (T)=152026.05 | 0.814 | |
| CAT-MGPCMQuery budget (T)=502026.05 | 0.815 | |
| CAT-MGRMQuery budget (T)=102026.05 | 0.817 | |
| CAT-MGPCMQuery budget (T)=202026.05 | 0.824 | |
| CAT-GRMQuery budget (T)=202026.05 | 0.826 | |
| CAT-MGRMQuery budget (T)=52026.05 | 0.826 | |
| CAT-MGPCMQuery budget (T)=152026.05 | 0.833 | |
| CAT-GPCMQuery budget (T)=302026.05 | 0.843 | |
| CAT-GRMQuery budget (T)=152026.05 | 0.847 | |
| CAT-MGPCMQuery budget (T)=102026.05 | 0.853 | |
| CAT-GRMQuery budget (T)=102026.05 | 0.868 | |
| CAT-GPCMQuery budget (T)=202026.05 | 0.874 | |
| CAT-GRMQuery budget (T)=52026.05 | 0.886 | |
| CAT-GPCMQuery budget (T)=152026.05 | 0.895 | |
| CAT-MGPCMQuery budget (T)=52026.05 | 0.912 | |
| CAT-GPCMQuery budget (T)=102026.05 | 0.925 | |
| CAT-GPCMQuery budget (T)=52026.05 | 0.947 |