Fold 0 - Understanding why coefficient -1182 was selected
Tag: ERGONOMIC CHAIRS
Selected Coefficient: -1182
Taxonomy Path: -20.14
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1182 | 2.012048 | -20.14 | -14.20 (-(14*83 + 20)) | Yes | |
| 13011 | 2.012048 | 63.73.1 | 1.73.63 (6889 + 73*83 + 63) | No | |
| -591 | 3.000000 | -10.7 | -7.10 (-(7*83 + 10)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ERGONOMIC CHAIRS" tag (processing sequence 4735). 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 |
|---|---|---|---|---|---|---|---|
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | 13011 | EXECUTIVE CHAIRS, HEIGHT ADJUSTABLE ARMS, TILT LOCK, HIGH BACK CHAIRS | 14193 | none | ||
| 6299 | Aztek High Back Synchronous Mesh Designer Executive Chair with Adjustable Headrest and Chrome Base - Black ET | 0 | HEIGHT ADJUSTABLE ARMS, HIGH BACK CHAIRS | 1182 | none | ||
| 6318 | Wave Mesh Operator Chair | -591 | HEIGHT ADJUSTABLE ARMS, TILT LOCK | 591 | Furniture > Chairs | none | |
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | -1182 | EXECUTIVE CHAIRS, HEIGHT ADJUSTABLE ARMS, TILT LOCK, HIGH BACK CHAIRS | 0 | none |