Classification on Synthetic Additive Data (pu=10, pn=0) (unlabeled)
86.13Average AccuracySSNP
Evaluation results
| Method | Links | |
|---|---|---|
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 86.13 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.742 | |
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.517 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.195 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.103 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 84.065 | |
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 83.691 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 64.495 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 59.992 |