Fold 3 - Understanding why coefficient -2928386 was selected
Tag: ADJUSTABLE HEADREST
Selected Coefficient: -2928386
Taxonomy Path: -62.64.12.8
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2928386 | 0.014283 | -62.64.12.8 | -8.12.64.62 (-(8*71^3 + 12*71^2 + 64*71 + 62)) | Yes | |
| -2565434 | 0.015076 | -62.64.11.7 | -7.11.64.62 (-(7*71^3 + 11*71^2 + 64*71 + 62)) | No | |
| -2917949 | 0.084507 | -62.59.10.8 | -8.10.59.62 (-(8*71^3 + 10*71^2 + 59*71 + 62)) | No |
These are the training products that have the "ADJUSTABLE HEADREST" tag (processing sequence 374). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 6315 | Space High Back Mesh Synchronous Executive Armchair with Adjustable Lumbar Support, Arms, Headrest and Chrome Base - Black ET | -2565434 | BLACK | 362952 | none | ||
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | -2917949 | BLACK | 10437 | none | ||
| 6306 | Pillar Black Mesh Operator Office Chair With Headrest | -2928386 | BLACK | 0 | none | ||
| 6286 | Nebula Mesh Back Task Chair with Headrest | -2928386 | BLACK | 0 | none | ||
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | -2928386 | BLACK | 0 | none | ||
| 6308 | Pulse High Back Mesh Chair with Headrest and Chrome Base Black ET | -2928386 | BLACK | 0 | none | ||
| 6299 | Aztek High Back Synchronous Mesh Designer Executive Chair with Adjustable Headrest and Chrome Base - Black ET | -2928386 | BLACK | 0 | none |