| PMF with active sampling heuristics | ||
---|---|---|---|
No. of selected samples | T[N]W[Reli]+ T[MaxDiff]W[Reli] (ActivePMFv1) | T[N]W[Reli]+ T[MaxPredictErr]W[Reli] | T[N]W[Reli]+ T[MaxEntropy]W[Reli] |
1000 | 0.7101 | 0.7101 | 0.7101 |
2000 | 0.6097 | 0.6097 | 0.6097 |
3000 | 0.5110 | 0.5110 | 0.5110 |
4000 | 0.4164 | 0.4364 | 0.4583 |
5000 | 0.3180 | 0.4025 | 0.4409 |
6000 | 0.2621 | 0.3626 | 0.4300 |
7000 | 0.2566 | 0.3411 | 0.4195 |
8000 | 0.2563 | 0.2862 | 0.3856 |
9000 | 0.2054 | 0.2342 | 0.3023 |
10000 | 0.1259 | 0.1975 | 0.2390 |
11000 | 0.0880 | 0.1532 | 0.1786 |