Evaluating 10 fractal / multifractal / chaos / complexity candidate features for whether each adds information orthogonal to the live production panel โ one candidate per overnight firing, read-only across 10 regime slices ร 21 (symbol, threshold) cells on ClickHouse. Gate: โฯโโค0.85 โง Rยฒโค0.85 โง h_normโฅ0.05 (worst-valid-cell). Scope: orthogonality only โ no null, no signal/target. Resource-capped to 2 cores @ 200% / 4 GB, spare capacity only.
| # | Candidate | Verdict | Max โฯโ | Valid cells | Cost |
|---|---|---|---|---|---|
| 01 | ๐ธ๏ธ Ordinal partition network โ global node entropy network-complexity ยท ordpy | WATCH | 0.94 | 207 | medium |
| 02 | ๐ชข Higuchi fractal dimension fractal-dimension ยท antropy | PASS | 0.85 | 207 | fast |
| 03 | ๐ Generalised Hurst H(q=2) hurst-multifractal ยท nolds | WATCH | 0.87 | 207 | medium |
| 04 | ๐ผ Permutation JensenโShannon distance to 1/fยฒ noise complexity-entropy ยท ordpy | WATCH | 0.90 | 207 | fast |
| 05 | ๐ MF-DFA multifractal spectrum width ฮฮฑ (price) multifractal ยท custom | PASS | 0.56 | 207 | slow |
| 06 | ๐ ฮh(q) on |returns| โ volatility multifractality multifractal-volatility ยท MFDFA | PASS | 0.68 | 207 | slow |
| 07 | ๐ ฮh(q) on returns multifractal ยท MFDFA | PASS | 0.65 | 207 | slow |
| 08 | โก ฮh(q) on volatility increments (ฮฯยฒ) multifractal-volatility ยท MFDFA | PASS | 0.71 | 207 | slow |
| 09 | ๐ Correlation dimension Dโ (chaos) chaos-dimension ยท nolds | WATCH | 0.89 | 207 | slow |
| 10 | ๐ฆ Largest Lyapunov exponent (Rosenstein) chaos ยท nolds | PASS | 0.81 | 207 | slow |