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E(truth) = 0.339635
REF: GRAMPA on raw fields -> raw 0.0039 refined 0.0117 E=0.8380
REF: field correlation (aligned) = 0.8302
=== r=24 [6.2s] resid V 0.0400 T 0.0331 V(seed2) 0.0447
[uniqueness] symNMF(V,seed1) vs symNMF(V,seed2) matched cos: median 0.885 >0.9 10/24 >0.5 24/24 min 0.541
[oracle cols] cos: >0.9 10/24 >0.5 23/24 median 0.842 min 0.427
sorted: [0.98 0.98 0.97 0.96 0.95 0.94 0.94 0.92 0.91 0.91 0.88 0.86 0.82 0.8
0.79 0.69 0.68 0.68 0.68 0.68 0.68 0.63 0.55 0.43]
identity-map fraction (shared-seed artifact check): 0.083
[oracle-col row descriptors] Hungarian acc 0.6719 -> descent 0.8320
[prune thr=0.5] kept 23/24 rho(cleanV,T)=0.8466 (was 0.8302) GRAMPA 0.0078 -> clean-descent 0.0547 -> true-descent 0.0547 E=0.6471
[prune thr=0.7] kept 15/24 rho(cleanV,T)=0.7684 (was 0.8302) GRAMPA 0.0039 -> clean-descent 0.0391 -> true-descent 0.0391 E=0.6817
[prune thr=0.8] kept 13/24 rho(cleanV,T)=0.7804 (was 0.8302) GRAMPA 0.0000 -> clean-descent 0.0000 -> true-descent 0.0000 E=0.7292
=== r=42 [32.2s] resid V 0.0241 T 0.0141 V(seed2) 0.0231
[uniqueness] symNMF(V,seed1) vs symNMF(V,seed2) matched cos: median 0.832 >0.9 12/42 >0.5 42/42 min 0.541
[oracle cols] cos: >0.9 4/42 >0.5 41/42 median 0.766 min 0.416
sorted: [0.97 0.94 0.93 0.9 0.89 0.88 0.88 0.87 0.86 0.86 0.86 0.84 0.84 0.84
0.82 0.81 0.81 0.8 0.79 0.78 0.77 0.76 0.76 0.76 0.75 0.75 0.75 0.74
0.74 0.73 0.72 0.72 0.72 0.71 0.7 0.7 0.69 0.66 0.65 0.63 0.62 0.42]
identity-map fraction (shared-seed artifact check): 0.000
[oracle-col row descriptors] Hungarian acc 0.8125 -> descent 0.8828
[prune thr=0.5] kept 41/42 rho(cleanV,T)=0.8337 (was 0.8302) GRAMPA 0.0273 -> clean-descent 0.0547 -> true-descent 0.0430 E=0.6804
[prune thr=0.7] kept 35/42 rho(cleanV,T)=0.7976 (was 0.8302) GRAMPA 0.0391 -> clean-descent 0.0625 -> true-descent 0.0859 E=0.6966
[prune thr=0.8] kept 17/42 rho(cleanV,T)=0.6036 (was 0.8302) GRAMPA 0.0000 -> clean-descent 0.0039 -> true-descent 0.0078 E=0.6982
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