single_eml_frequency1 grammar nodes1 paramsEML-shaped scan
Best gamma
14.087044
MSE
5.339289
Error vs gamma1
0.047682
EML-A2EML_PRIME_RESIDUAL_BENCHMARK_PASScandidate benchmarkno RH claimA fixed-fixture grammar scan over the Chebyshev psi residual, comparing one EML-shaped frequency parameter with a profiled standard trigonometric basis.
single_eml_frequency1 grammar nodes1 paramsprofiled_sqrt_cos_sin5 grammar nodes3 paramsOn this fixed psi(x)-x fixture, the EML-shaped one-parameter scan lands closer to the first known zeta-zero frequency; the profiled standard basis has lower MSE because it fits two amplitudes at each frequency.
EML closer: truestandard lower MSE: truenull acceptable: true| Control | EML gamma | Standard gamma | Status |
|---|---|---|---|
| shuffled_residual | 25.588235 | 5.000000 | context_only |
| gaussian_bumps | 5.963705 | 5.000000 | context_only |