Classification on Synthetic Additive Data (pu=0, pn=10) (unlabeled)
81.702Average AccuracyS2MAM
Evaluation Results
| Method | Links | |
|---|---|---|
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 81.702 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 81.242 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 80.933 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 79.071 | |
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 78.25 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 77.726 | |
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 73.701 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 59.671 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=102026.04 | 55.63 |