Continuous Ranked Probability Score (CRPS) Estimation on Lorenz-96 200 samples (test)
0.36CRPS Component FEnKI w/ EMBED & EMULATE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EnKI w/ EMBED & EMULATEn=10002022.11 | 0.36 | 0.042 | 0.829 | 0.394 | |
| h_theta w/ EMBED & EMULATEn=10002022.11 | 0.412 | 0.049 | 0.992 | 0.453 | |
| Supervised Regressionn=10002022.11 | 0.478 | 0.078 | 1.242 | 0.65 | |
| NPE-Cn=10002022.11 | 0.593 | 0.096 | 1.389 | 0.564 | |
| EnKI w/ EMBED & EMULATEn=5002022.11 | 0.615 | 0.073 | 1.561 | 0.72 | |
| h_theta w/ EMBED & EMULATEn=5002022.11 | 0.698 | 0.076 | 1.715 | 0.824 | |
| Supervised Regressionn=5002022.11 | 0.707 | 0.104 | 1.785 | 0.917 | |
| NPE-Cn=5002022.11 | 0.844 | 0.106 | 2.117 | 0.853 | |
| EnKI w/o Learningn=02022.11 | 0.91 | 0.019 | 2.443 | 0.393 | |
| SNL+n=10002022.11 | 1.304 | 0.595 | 2.01 | 1.763 | |
| SNL+n=5002022.11 | 1.399 | 0.616 | 2.426 | 1.822 |