diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-29 18:45:18 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-29 18:45:18 -0500 |
| commit | 3856daa3124b8dfce6bd0285646e5a92f0ff96aa (patch) | |
| tree | 154980140c2cdaf592cda8e4a629ba7d5700794f /visual-composer | |
| parent | e9f1342fc8e233a4841b7eb3c1363324e90ecda9 (diff) | |
analysis: compare three CLLN scaling endpoints
Diffstat (limited to 'visual-composer')
| -rw-r--r-- | visual-composer/coupled-ladder-scaling.md | 12 | ||||
| -rw-r--r-- | visual-composer/qa-ledger.md | 1 |
2 files changed, 7 insertions, 6 deletions
diff --git a/visual-composer/coupled-ladder-scaling.md b/visual-composer/coupled-ladder-scaling.md index c339551..896c02b 100644 --- a/visual-composer/coupled-ladder-scaling.md +++ b/visual-composer/coupled-ladder-scaling.md @@ -17,12 +17,13 @@ - **Figure prototype:** coordinated small-multiple lines. - **Panel map:** - (a) final classification error against learnable edge count; - - (b) fraction of runs that reach zero error and remain there through the - training horizon; - - (c) mean classification error over epochs at 2,048 edges. + - (b) classification-error area over the full training trajectory against + learnable edge count; + - (c) fraction of runs that fail to reach zero error and remain there through + the training horizon against learnable edge count. - **Exact label inventory:** Clean, same-RMS noise, raw imperfection, static - calibration, SDIL, learnable edges, classification error, stable zero-error - runs, training epoch. + calibration, SDIL, learnable edges, classification error, classification- + error AUC, stable failure fraction. - **Caption role:** state the paired protocol, distinguish fixed bias from matched noise, and label the evidence as a five-task pilot. - **Manuscript placement:** Part 2, immediately after the digital CLLN and @@ -34,4 +35,3 @@ - **Constraint:** the figure reports an error-growth slope comparison only when the static-calibration slope is positive. Raw imperfection is allowed to show a high non-monotonic floor rather than a forced power law. - diff --git a/visual-composer/qa-ledger.md b/visual-composer/qa-ledger.md index f601f93..ecb7660 100644 --- a/visual-composer/qa-ledger.md +++ b/visual-composer/qa-ledger.md @@ -6,6 +6,7 @@ | Pilot could be mistaken for confirmation | `figure_clln_scaling_pilot` | High | Added an explicit five-task, one-draw exploratory label | Resolved | | Slope title did not name its comparator | Panel (a) | Medium | Named static calibration in the title | Resolved | | Color-only distinctions could fail in print | All panels | Medium | Added distinct markers and line styles; inspected the rendered PNG | Resolved | +| Point estimates could be presented as resolved scaling laws | Panels (b) and (c) | High | Claim a percent reduction only when the paired bootstrap slope-difference interval is above zero | Resolved | | Vector editability and font embedding | SVG and PDF | Medium | Kept live SVG text and verified embedded DejaVu Sans in the PDF | Resolved | Rendered inspection: no clipped labels, legend overlap, panel overlap, or |