Classification on Synthetic Additive Data (pu=0, pn=0) (unlabeled)
91.259Average AccuracyAWSSL
Evaluation results
| Method | Links | |
|---|---|---|
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 91.259 | |
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.492 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.422 | |
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.979 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.717 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.652 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.416 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.141 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 88.814 |