Active Learning Regression on PartMC target χo (test)
0.7316R^2CAAL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CAALAL rounds=262026.02 | 0.7316 | 2.8 | 0.0748 | -3.43 | 67.78 | 32.22 | |
| BALDAL rounds=262026.02 | 0.7249 | 1.86 | 0.0757 | -2.23 | 84.4 | 15.6 | |
| LCMDAL rounds=262026.02 | 0.723 | 1.58 | 0.076 | -1.88 | 84.4 | 15.6 | |
| QBC (Epi)AL rounds=262026.02 | 0.7176 | 0.82 | 0.0767 | -0.93 | 77.8 | 22.2 | |
| AleAL rounds=262026.02 | 0.7157 | 0.56 | 0.077 | -0.6 | 84.4 | 15.6 | |
| ALM (Entropy)AL rounds=262026.02 | 0.7127 | 0.14 | 0.0774 | -0.08 | 87.8 | 12.2 | |
| Full Data (χo)AL rounds=N/A2026.02 | 0.7117 | — | 0.0775 | — | 100 | 0 | |
| RandomAL rounds=262026.02 | 0.7114 | -0.05 | 0.0776 | 0.15 | 100 | 0 | |
| CoresetAL rounds=262026.02 | 0.7105 | -0.17 | 0.0777 | 0.3 | 100 | 0 | |
| ConfidenceAL rounds=262026.02 | 0.7038 | -1.1 | 0.0786 | 1.45 | 100 | 0 | |
| BADGEAL rounds=262026.02 | 0.7012 | -1.47 | 0.0789 | 1.89 | 100 | 0 |