Binary Classification on Spouse 9 LFs (test)
51.98F1 ScoreWeaSEL
Evaluation Results
| Method | Links | |
|---|---|---|
| WeaSELTraining Label Source=End-to-end joint learning, Number of LFs=92021.07 | 51.98 | |
| Triplet MeanTraining Label Source=Probabilistic labels estimated by latent label model, Number of LFs=92021.07 | 49.94 | |
| SnorkelTraining Label Source=Probabilistic labels estimated by latent label model, Number of LFs=92021.07 | 48.79 | |
| Triplet-medianTraining Label Source=Probabilistic labels estimated by latent label model, Number of LFs=92021.07 | 48.7 | |
| TripletTraining Label Source=Probabilistic labels estimated by latent label model, Number of LFs=92021.07 | 45.88 | |
| Majority voteTraining Label Source=Hard labels induced by majority vote of the LFs, Number of LFs=92021.07 | 40.67 | |
| Sup. (Val. set)Training Label Source=Hard labels induced by the labeled validation set, Number of LFs=92021.07 | 20.4 |