Regression on Boston Housing (test)
0.27MSEFull Training Set (D_train)
Evaluation results
| Method | Links | |
|---|---|---|
| Full Training Set (D_train)Training data source=Original Training Data, N_syn=Full2025.11 | 0.27 | |
| Supervised Regression Dataset DistillationTraining data source=D_syn, N_syn=1002025.11 | 0.29 | |
| Random Sampling (D_rand)Training data source=D_rand, N_syn=1002025.11 | 0.29 | |
| Leverage Score Sampling (D_lev)Training data source=D_lev, N_syn=1002025.11 | 0.36 | |
| Leverage Score Sampling (D_lev)Training data source=D_lev, N_syn=502025.11 | 0.38 | |
| Supervised Regression Dataset DistillationTraining data source=D_syn, N_syn=502025.11 | 0.4 | |
| Random Sampling (D_rand)Training data source=D_rand, N_syn=502025.11 | 0.44 | |
| Supervised Regression Dataset DistillationTraining data source=D_syn, N_syn=202025.11 | 0.57 | |
| Leverage Score Sampling (D_lev)Training data source=D_lev, N_syn=202025.11 | 0.57 | |
| Random Sampling (D_rand)Training data source=D_rand, N_syn=202025.11 | 1.77 |