Classification on Synthetic Additive Data (pu=10, pn=10) (test)
80.112Average AccuracyS2MAM
Evaluation results
| Method | Links | |
|---|---|---|
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 80.112 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 79.681 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 79.112 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 77.891 | |
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 77.601 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 75.413 | |
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 72.37 | |
| TSpAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 63.145 | |
| CSAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 61.98 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 59.407 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 55.203 | |
| ℓ1-SVMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 54.791 | |
| SpAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=102026.04 | 54.413 |