Nonlinear Quadrature Pareto Suite
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| x pattern | state leg | predictive leg | pareto state NLL | pareto pred-y NLL | cov 90 | var ratio | state-leg pred-y | pred-leg state NLL |
|---|---|---|---|---|---|---|---|---|
| sinusoidal | prior-weighted alias-indexed Power-EP K5 alpha 0.5 spacing 2pi | quadrature Power-EP K4 alpha 0.5 spread 2pi | 2.601793 | 0.506078 | 0.923584 | 1.533422 | 0.709700 | 2.866602 |
| weak_sinusoidal | prior-weighted alias-indexed Power-EP K5 alpha 0.5 spacing 2pi | quadrature Power-EP K4 alpha 0.5 spread 2pi | 2.749821 | 0.320576 | 0.967773 | 1.561591 | 0.333502 | 2.637562 |
| intermittent_sinusoidal | prior-weighted alias-indexed Power-EP K5 alpha 0.5 spacing 2pi | quadrature Power-EP K4 alpha 0.5 spread 2pi | 2.738528 | 0.362396 | 0.962484 | 1.548910 | 0.392604 | 2.528341 |
| zero | prior-weighted alias-indexed Power-EP K5 alpha 0.5 spacing 2pi | quadrature Power-EP K4 alpha 0.5 spread 2pi | 2.757849 | 0.259663 | 0.968913 | 1.584653 | 0.259663 | 2.736383 |
| random_normal | prior-weighted alias-indexed Power-EP K5 alpha 0.5 spacing 2pi | quadrature Power-EP K4 alpha 0.5 spread 2pi | 2.717083 | 0.561492 | 0.888102 | 2.010820 | 0.827241 | 5.002086 |