Biclustering on Simulated dataset (val)
0.96Mean ARISpaCoBi
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpaCoBin=120, p=600, ptrue=602026.01 | 0.96 | 0.02 | |
| SpaCoBin=120, p=400, ptrue=402026.01 | 0.95 | 0.02 | |
| SpaCoBin=240, p=200, ptrue=602026.01 | 0.95 | 0.06 | |
| SpaCoBin=120, p=200, ptrue=602026.01 | 0.89 | 0.1 | |
| SpaCoBin=60, p=200, ptrue=602026.01 | 0.86 | 0.13 | |
| SpaCoBin=240, p=200, ptrue=402026.01 | 0.85 | 0.15 | |
| SpaCoBin=240, p=400, ptrue=602026.01 | 0.85 | 0.15 | |
| SpaCoBin=60, p=200, ptrue=402026.01 | 0.84 | 0.12 | |
| SpaCoBin=240, p=600, ptrue=602026.01 | 0.84 | 0.15 | |
| SpaCoBin=120, p=200, ptrue=402026.01 | 0.83 | 0.14 | |
| Bi-ADMMn=60, p=200, ptrue=602026.01 | 0.82 | 0.14 | |
| Bi-ADMMn=60, p=200, ptrue=402026.01 | 0.8 | 0.1 | |
| SpaCoBin=60, p=400, ptrue=402026.01 | 0.79 | 0.08 | |
| SpaCoBin=60, p=600, ptrue=402026.01 | 0.79 | 0.08 | |
| Bi-ADMMn=120, p=200, ptrue=402026.01 | 0.78 | 0.15 | |
| SpaCoBin=240, p=600, ptrue=402026.01 | 0.78 | 0.11 | |
| Bi-ADMMn=60, p=400, ptrue=402026.01 | 0.77 | 0.05 | |
| SpaCoBin=60, p=400, ptrue=602026.01 | 0.77 | 0.19 | |
| Bi-ADMMn=120, p=400, ptrue=402026.01 | 0.76 | 0.05 | |
| SpaCoBin=120, p=400, ptrue=602026.01 | 0.76 | 0.21 | |
| SpaCoBin=120, p=600, ptrue=402026.01 | 0.75 | 0.03 | |
| SpaCoBin=60, p=600, ptrue=602026.01 | 0.74 | 0.14 | |
| SpaCoBin=240, p=400, ptrue=402026.01 | 0.72 | 0.03 | |
| Bi-ADMMn=60, p=400, ptrue=602026.01 | 0.68 | 0.21 | |
| COBRAn=60, p=200, ptrue=602026.01 | 0.52 | 0.26 | |
| COBRAn=120, p=200, ptrue=602026.01 | 0.49 | 0.21 | |
| Bi-ADMMn=240, p=200, ptrue=602026.01 | 0.47 | 0.28 | |
| COBRAn=240, p=200, ptrue=602026.01 | 0.42 | 0.2 | |
| Bi-ADMMn=120, p=200, ptrue=602026.01 | 0.41 | 0.2 | |
| Bi-ADMMn=240, p=400, ptrue=602026.01 | 0.3 | 0.22 | |
| Bi-ADMMn=240, p=600, ptrue=602026.01 | 0.28 | 0.25 | |
| Bi-ADMMn=240, p=200, ptrue=402026.01 | 0.27 | 0.18 | |
| Bi-ADMMn=60, p=600, ptrue=402026.01 | 0.26 | 0.25 | |
| Bi-ADMMn=240, p=400, ptrue=402026.01 | 0.25 | 0.24 | |
| Bi-ADMMn=120, p=400, ptrue=602026.01 | 0.24 | 0.22 | |
| COBRAn=240, p=200, ptrue=402026.01 | 0.24 | 0.19 | |
| Bi-ADMMn=120, p=600, ptrue=402026.01 | 0.2 | 0.21 | |
| COBRAn=60, p=400, ptrue=602026.01 | 0.19 | 0.16 | |
| COBRAn=120, p=400, ptrue=602026.01 | 0.19 | 0.19 | |
| COBRAn=240, p=400, ptrue=602026.01 | 0.19 | 0.17 | |
| COBRAn=120, p=200, ptrue=402026.01 | 0.17 | 0.18 | |
| COBRAn=60, p=200, ptrue=402026.01 | 0.15 | 0.18 | |
| Bi-ADMMn=60, p=600, ptrue=602026.01 | 0.15 | 0.19 | |
| Bi-ADMMn=240, p=600, ptrue=402026.01 | 0.13 | 0.18 | |
| Bi-ADMMn=120, p=600, ptrue=602026.01 | 0.12 | 0.15 | |
| COBRAn=240, p=600, ptrue=602026.01 | 0.1 | 0.11 | |
| COBRAn=120, p=600, ptrue=602026.01 | 0.09 | 0.12 | |
| COBRAn=60, p=400, ptrue=402026.01 | 0.06 | 0.08 | |
| COBRAn=240, p=400, ptrue=402026.01 | 0.06 | 0.07 | |
| COBRAn=120, p=400, ptrue=402026.01 | 0.05 | 0.08 | |
| COBRAn=60, p=600, ptrue=602026.01 | 0.03 | 0.02 | |
| COBRAn=120, p=600, ptrue=402026.01 | 0.03 | 0.02 | |
| COBRAn=240, p=600, ptrue=402026.01 | 0.03 | 0.02 | |
| COBRAn=60, p=600, ptrue=402026.01 | 0.02 | 0.02 |