Gas uptake prediction on hypoCOFs NCH4 1 bar (unseen)
0.9066R2 ScoreCOFAP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| COFAP2025.11 | 0.9066 | 0.0111 | 0.0066 | |
| Reference 312025.11 | 0.688 | 0.054 | 0.03 | |
| XGBoost2025.11 | 0.6638 | 0.1393 | 0.0796 | |
| Kernel Ridge2025.11 | 0.6454 | 0.143 | 0.0834 | |
| Random Forest2025.11 | 0.6252 | 0.147 | 0.0809 | |
| Reference 30Includes adsorption heat features=true2025.11 | 0.617 | 0.15 | 0.1 |