MLE Cross-Experiment Comparison — NS
SVD-reduced maximum-likelihood ranking of model experiments against a common observation footprint.
Ranking
| experiment | log_likelihood | rank | delta_log_L | aic | explained_variance_captured |
|---|---|---|---|---|---|
| ObsKd | -0.8997876421014234 | 1 | 0.0 | 3.799575284202847 | 0.9923041270768755 |
| Adaptive_1 | -1.0049792344553714 | 2 | -0.10519159235394804 | 4.009958468910742 | 0.9923041270768755 |
| Adaptive_3 | -1.0061267306983028 | 3 | -0.10633908859687946 | 4.012253461396606 | 0.9923041270768755 |
| Adaptive_2 | -1.0103562758376738 | 4 | -0.11056863373625048 | 4.020712551675348 | 0.9923041270768755 |
| SSRD_STRD | -1.0108718935484369 | 5 | -0.1110842514470135 | 4.021743787096874 | 0.9923041270768755 |
| Baseline | -1.011708243472961 | 6 | -0.11192060137153759 | 4.023416486945922 | 0.9923041270768755 |
| SSR_STR | -1.0188474815428445 | 7 | -0.11905983944142118 | 4.0376949630856895 | 0.9923041270768755 |
| CMEMS | -1.0373224983429865 | 8 | -0.13753485624156314 | 4.074644996685973 | 0.9923041270768755 |
Diagnostic Plots
