Tested three new market-complexity measures to see whether each says something the shipped features do not. One was clean everywhere, one borderline, one a near-duplicate โ and a closing matrix showed the three also overlap each other in a handful of extreme cells.
| Quantity | Value | Meaning |
|---|---|---|
| Test grid | 3 candidates x 210 tests (21 symbol-threshold cells x 10 regime slices) | the verdict is the worst cell, not an average |
| Statistical Complexity worst cell | max |rho| 0.97 vs bar_petrosian_fd; 140/65/5 cell split | overlaps an existing feature in 5 cells |
| CECP velocity worst cell | max |rho| 0.67, max R2 0.12; 210/0/0 split | clean in every one of 210 cells |
| Binary CECP worst cell | max |rho| 0.94 vs bar_petrosian_fd; 201/9/0 split | borderline in 9 cells |
| Cross-candidate matrix worst case | |rho| 0.942, pairwise R2 0.963, leave-one-out R2 0.970 over 209 valid cells | the three overlap each other at the extremes |
| Breach localisation | 3 of 209 cells (1.4%), all BTCUSDT at 750 dbps | redundancy confined to sparse high-threshold cells |
| Firing | What it did |
|---|---|
| 01 | Statistical Complexity (MPR) screened against the live panel across 210 cells |
| 02 | CECP velocity โ same screen, same grid |
| 03 | Binary CECP โ same screen, same grid |
| Finish | Cross-candidate matrix over all 10 slices (crosscheck.html) |
Promotion to production columns is a separate decision outside this loop. Open caveat on candidate #20: confirm Binary-CECP's sign-binarization is faithful to Pinto 2025 (arXiv:2504.01974) before any promotion.
Slate exhausted AND the Finish step ran: '3 Candidates 1 PASS 1 WATCH 1 BAN 0 Pending' plus crosscheck.html generated 2026-06-10 05:07 UTC. (LOOP_LEDGER.json _status_evidence)
Lifecycle status is process state, not a judgement of the findings. Results are stated as numbers with their uncertainty. Generated between CLOSING-RECONCILIATION markers โ regenerate rather than edit.
Testing 3 complexity-entropy (CECP) candidate features for whether each adds information orthogonal to the live production panel โ one candidate per firing, read-only across 10 regime slices ร 21 (symbol, threshold) cells = 210 tests on ClickHouse. Gate: โฯโโค0.85 โง Rยฒโค0.85 โง h_normโฅ0.05 (worst-valid-cell). Scope: orthogonality (Axis-1) only โ these three already PASS Axis-2 (parameterless) via PR#513 reuse. Resource-capped to 2 cores @ 200% / 2 GB, spare capacity only.
| # | Candidate | Verdict | Max โฯโ | Valid cells | Cost |
|---|---|---|---|---|---|
| 01 | ๐งญ Statistical Complexity (MPR) statistical-complexity ยท ordpy | BAN | 0.97 | 210 | fast |
| 02 | ๐ฐ๏ธ CECP velocity statistical-complexity ยท ordpy | PASS | 0.67 | 210 | fast |
| 03 | ๐ณ Binary CECP statistical-complexity ยท custom | WATCH | 0.94 | 210 | fast |