Classification on Additive Data pu=0, pn=0 synthetic (test)
90.309Average AccuracyS2MAM
Evaluation results
| Method | Links | |
|---|---|---|
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.309 | |
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.211 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.149 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.026 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 90.015 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.93 | |
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.871 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 89.305 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 88.85 | |
| TSpAMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 86.993 | |
| CSAMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 86.597 | |
| SpAMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 84.15 | |
| ℓ1-SVMLabel percentage (r)=5%, Uninformative variable (pu)=0, Noisy variable (pn)=02026.04 | 83.914 |