Nuclear mass excess prediction on AME Experiment I 2020 (interpolation)
0.122IntRMSE (MeV)PI-FCNN
Evaluation results
| Method | Links | |
|---|---|---|
| PI-FCNNSelection criterion=Z, N > 20, Emeasure < 100 keV, Nfeat=132026.06 | 0.122 | |
| CatBoostSelection criterion=8 ≤ Z ≤ 108, 8 ≤ N ≤ 162, Nfeat=72026.06 | 0.189 | |
| CV AM-PU-GRUSelection criterion=Z, N ≥ 8, Nfeat=32026.06 | 0.227 | |
| MDNSelection criterion=Z ≥ 10, Nfeat=112026.06 | 0.246 | |
| MDNSelection criterion=Z, N ≥ 5, Nfeat=92026.06 | 0.395 | |
| CPUNNfeat=102026.06 | 0.438 | |
| GRU2026.06 | 0.459 | |
| LSTMSelection criterion=Z, N ≥ 8, Nfeat=112026.06 | 0.557 | |
| RNN2026.06 | 0.601 | |
| MISRSelection criterion=12 ≤ Z ≤ 50, Nfeat=102026.06 | 0.99 | |
| RFR2026.06 | 3.089 | |
| MLP RegressorNfeat=42026.06 | 3.128 | |
| XGBoost2026.06 | 3.702 |