Classification on Synthetic Additive Data (pu=10, pn=0) (test)
86.015Average AccuracyS2MAM
Evaluation results
| Method | Links | |
|---|---|---|
| S2MAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 86.015 | |
| SALELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.971 | |
| SSNPLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.908 | |
| RERLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.87 | |
| S2MAM-FLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 85.621 | |
| RGLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 84.879 | |
| AWSSLLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 83.95 | |
| TSpAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 71.044 | |
| CSAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 69.717 | |
| SpAMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 65.091 | |
| f-FMELabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 64.611 | |
| ℓ1-SVMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 62.713 | |
| LapSVMLabel percentage (r)=5%, Uninformative variable (pu)=10, Noisy variable (pn)=02026.04 | 60.325 |