Galaxy Cluster Mass Prediction on Galaxy Clusters
0.37Normalized RMSESSDR
Evaluation Results
| Method | Links | |
|---|---|---|
| SSDRlabeled fraction (n/N %)=40%2026.05 | 0.37 | |
| SSDRlabeled fraction (n/N %)=35%2026.05 | 0.41 | |
| SSDRlabeled fraction (n/N %)=30%2026.05 | 0.42 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=40%2026.05 | 0.43 | |
| SSDRlabeled fraction (n/N %)=25%2026.05 | 0.45 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=40%2026.05 | 0.48 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=35%2026.05 | 0.49 | |
| SSDRlabeled fraction (n/N %)=20%2026.05 | 0.49 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=40%2026.05 | 0.5 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=25%2026.05 | 0.51 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=30%2026.05 | 0.51 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=35%2026.05 | 0.51 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=30%2026.05 | 0.54 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=30%2026.05 | 0.54 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=25%2026.05 | 0.56 | |
| SSDRlabeled fraction (n/N %)=15%2026.05 | 0.58 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=35%2026.05 | 0.59 | |
| SSDRlabeled fraction (n/N %)=10%2026.05 | 0.61 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=40%2026.05 | 0.62 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=40%2026.05 | 0.62 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=20%2026.05 | 0.63 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=35%2026.05 | 0.63 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=20%2026.05 | 0.63 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=15%2026.05 | 0.64 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=30%2026.05 | 0.64 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=25%2026.05 | 0.64 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=15%2026.05 | 0.65 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=25%2026.05 | 0.66 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=20%2026.05 | 0.66 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=40%2026.05 | 0.66 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=35%2026.05 | 0.66 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=20%2026.05 | 0.68 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=15%2026.05 | 0.68 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=35%2026.05 | 0.68 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=30%2026.05 | 0.68 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=10%2026.05 | 0.69 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=20%2026.05 | 0.7 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=15%2026.05 | 0.7 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=10%2026.05 | 0.74 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=30%2026.05 | 0.74 | |
| SSDRlabeled fraction (n/N %)=5%2026.05 | 0.75 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=25%2026.05 | 0.76 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=25%2026.05 | 0.77 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=20%2026.05 | 0.78 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=10%2026.05 | 0.79 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=40%2026.05 | 0.82 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=35%2026.05 | 0.83 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=30%2026.05 | 0.85 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=15%2026.05 | 0.85 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=25%2026.05 | 0.87 | |
| SDMTraining Setting=SL1, labeled fraction (n/N %)=5%2026.05 | 0.88 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=10%2026.05 | 0.88 | |
| RFTraining Setting=SL2, labeled fraction (n/N %)=5%2026.05 | 0.89 | |
| LASSO1Training Setting=SL2, labeled fraction (n/N %)=5%2026.05 | 0.9 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=15%2026.05 | 0.92 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=10%2026.05 | 0.97 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=20%2026.05 | 0.98 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=5%2026.05 | 0.98 | |
| E-CNNTraining Setting=SSL, labeled fraction (n/N %)=5%2026.05 | 0.98 | |
| KRRTraining Setting=SL2, labeled fraction (n/N %)=10%2026.05 | 0.99 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=35%2026.05 | 0.99 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=25%2026.05 | 1.01 | |
| LapRLSTraining Setting=SSL, labeled fraction (n/N %)=5%2026.05 | 1.01 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=40%2026.05 | 1.03 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=40%2026.05 | 1.04 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=15%2026.05 | 1.05 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=30%2026.05 | 1.2 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=10%2026.05 | 1.24 | |
| SVRTraining Setting=SL2, labeled fraction (n/N %)=5%2026.05 | 1.28 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=35%2026.05 | 1.34 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=20%2026.05 | 1.36 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=30%2026.05 | 1.41 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=15%2026.05 | 1.44 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=25%2026.05 | 1.45 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=15%2026.05 | 1.52 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=20%2026.05 | 1.68 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=10%2026.05 | 1.69 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=10%2026.05 | 1.69 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=10%2026.05 | 1.84 | |
| RFTraining Setting=SL3, labeled fraction (n/N %)=5%2026.05 | 1.88 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=40%2026.05 | 2.1 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=35%2026.05 | 2.23 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=30%2026.05 | 2.39 | |
| CNNTraining Setting=SL3, labeled fraction (n/N %)=5%2026.05 | 2.52 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=15%2026.05 | 2.62 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=25%2026.05 | 2.7 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=20%2026.05 | 2.78 | |
| LASSO2Training Setting=SL3, labeled fraction (n/N %)=5%2026.05 | 2.88 |