XYPHERS LOCAL-FUTURE-TEST EXPECTED RESULTS

Small exhaustive classifier
  Domain: connected labelled simple unit-weight graphs, N=3..6;
          every missing edge; tau=1..5.
  Connected graphs: 27,474
  Graph-candidate-edge-horizon cases: 947,935

  local > 0, global > 0: 919,585
  local > 0, global < 0: 0
  local <= 0, global > 0: 1,440
  local <= 0, global < 0: 26,910

Node-level comparison record
  Node-graph-candidate-edge-horizon comparisons: 5,671,025
  Individual negative endpoint-entropy changes: 772,758

N=7 exhaustive boundary
  Connected labelled graphs: 1,866,256
  Graph-candidate-edge-horizon cases across tau=3,4,5: 56,779,632
  Locally positive and globally negative: 117,180
  At tau=3: 5,040
  The stored notebook conflicts on the tau=4/tau=5 split. It is omitted.

Minimum-degree-two boundaries
  N=7: 34,020 failures at tau=4; none at tau=3 or tau=5.
  N=8, tau=3: 169,488,200 connected graphs with minimum degree >=2;
  1,952,212,864 locally positive graph-candidate-edge checks;
  384,720 globally negative approvals.

Restricted distance-three tree at tau=3
  D=1,762; d_v=7; N=1,770
  Phi0=-1.427676 (rounded)
  Phi1=+1.441751 (rounded)
  Affected-set sum=+0.01407462
  Outside sum=-0.01419718
  Global sum=-0.00012256

Numerical boundaries
  Small classifier sign tolerance: 1e-10.
  N=7 verifier sign tolerance: 1e-12, applied to the affected-set and
  graph-wide averages.
  N=8 verifier sign tolerance: 1e-12, applied to the affected-set and
  full-graph sums. The sign agrees with the corresponding averages because
  each denominator is positive; the units nevertheless differ.