Classification on Additive Data (pu=10, pn=10) synthetic (unlabeled)
80.012Average AccuracyS2MAM
Evaluation Results
| Method | Links | |
|---|---|---|
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 80.012 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 79.55 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 78.981 | |
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 77.462 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 77.201 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 75.155 | |
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 72.255 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 59.311 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 55.137 |